TorBT - Torrents and Magnet Links Search Engine
Latest Searches: 2666, warface, avengers, maxon++cinema, bloody, slipknot, fkk, cruel intentions, 人形, sesso angeli

[FreeCourseSite.com] Udemy - The Data Science Course Complete Data Science Bootcamp

Magnet Download Download Torrent
File Name
Size
0. Websites you may like/[CourseClub.Me].url
122 B
0. Websites you may like/[FreeCourseSite.com].url
127 B
0. Websites you may like/[GigaCourse.Com].url
49 B
01 - Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.mp4
44 MB
01 - Part 1 Introduction/001 A Practical Example What You Will Learn in This Course_en.srt
8.2 kB
01 - Part 1 Introduction/002 What Does the Course Cover.mp4
51 MB
01 - Part 1 Introduction/002 What Does the Course Cover_en.srt
6.5 kB
01 - Part 1 Introduction/003 Download All Resources and Important FAQ.html
21 kB
01 - Part 1 Introduction/003 Download-all-resources.url
97 B
01 - Part 1 Introduction/003 FAQ-The-Data-Science-Course.pdf
306 kB
01 - Part 1 Introduction/external-links.txt
105 B
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords Why are there so Many.mp4
57 MB
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords Why are there so Many_en.srt
9.0 kB
02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics.mp4
11 MB
02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics_en.srt
6.1 kB
02 - The Field of Data Science - The Various Data Science Disciplines/003 365-DataScience-Diagram.pdf
323 kB
02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science An Introduction.mp4
53 MB
02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science An Introduction_en.srt
13 kB
02 - The Field of Data Science - The Various Data Science Disciplines/004 365-DataScience-Diagram.pdf
323 kB
02 - The Field of Data Science - The Various Data Science Disciplines/004 365-DataScience.png
6.9 MB
02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI.mp4
37 MB
02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI_en.srt
15 kB
02 - The Field of Data Science - The Various Data Science Disciplines/005 365-DataScience.png
6.9 MB
02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic.mp4
45 MB
02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic_en.srt
6.1 kB
03 - The Field of Data Science - Connecting the Data Science Disciplines/0. Websites you may like/[CourseClub.Me].url
122 B
03 - The Field of Data Science - Connecting the Data Science Disciplines/0. Websites you may like/[FreeCourseSite.com].url
127 B
03 - The Field of Data Science - Connecting the Data Science Disciplines/0. Websites you may like/[GigaCourse.Com].url
49 B
03 - The Field of Data Science - Connecting the Data Science Disciplines/001 Applying Traditional Data, Big Data, BI, Traditional Data Science and ML_en.srt
11 kB
03 - The Field of Data Science - Connecting the Data Science Disciplines/temp/index_13908866.mpd
59 kB
04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines.mp4
47 MB
04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines_en.srt
7.8 kB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4
107 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data_en.srt
13 kB
05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data.mp4
18 MB
05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data_en.srt
2.8 kB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4
62 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data_en.srt
7.0 kB
05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data.mp4
13 MB
05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data_en.srt
2.2 kB
05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques.mp4
53 MB
05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques_en.srt
10 kB
05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI).mp4
25 MB
05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI)_en.srt
2.7 kB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4
76 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods_en.srt
14 kB
05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods.mp4
27 MB
05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods_en.srt
4.3 kB
05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques.mp4
49 MB
05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques_en.srt
11 kB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4
81 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning_en.srt
13 kB
05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML).mp4
28 MB
05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML)_en.srt
3.6 kB
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.m4a.part
0 B
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.m4a.part.frag.urls
61 kB
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.mp4.part
0 B
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.encrypted.mp4.part.frag.urls
61 kB
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science_en.srt
9.6 kB
06 - The Field of Data Science - Popular Data Science Tools/temp/index_13040208.mpd
41 kB
07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for.mp4
14 MB
07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for_en.srt
5.6 kB
08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions.mp4
59 MB
08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions_en.srt
6.6 kB
09 - Part 2 Probability/001 Course-Notes-Basic-Probability.pdf
371 kB
09 - Part 2 Probability/001 The Basic Probability Formula.mp4
29 MB
09 - Part 2 Probability/001 The Basic Probability Formula_en.srt
11 kB
09 - Part 2 Probability/002 Computing Expected Values.mp4
46 MB
09 - Part 2 Probability/002 Computing Expected Values_en.srt
8.3 kB
09 - Part 2 Probability/003 Frequency.mp4
37 MB
09 - Part 2 Probability/003 Frequency_en.srt
8.3 kB
09 - Part 2 Probability/004 Events and Their Complements.mp4
26 MB
09 - Part 2 Probability/004 Events and Their Complements_en.srt
8.5 kB
10 - Probability - Combinatorics/001 Course-Notes-Combinatorics.pdf
226 kB
10 - Probability - Combinatorics/001 Fundamentals of Combinatorics.mp4
5.9 MB
10 - Probability - Combinatorics/001 Fundamentals of Combinatorics_en.srt
1.7 kB
10 - Probability - Combinatorics/002 Permutations and How to Use Them.mp4
18 MB
10 - Probability - Combinatorics/002 Permutations and How to Use Them_en.srt
5.3 kB
10 - Probability - Combinatorics/003 Simple Operations with Factorials.mp4
17 MB
10 - Probability - Combinatorics/003 Simple Operations with Factorials_en.srt
4.1 kB
10 - Probability - Combinatorics/004 Solving Variations with Repetition.mp4
14 MB
10 - Probability - Combinatorics/004 Solving Variations with Repetition_en.srt
4.5 kB
10 - Probability - Combinatorics/005 Solving Variations without Repetition.mp4
18 MB
10 - Probability - Combinatorics/005 Solving Variations without Repetition_en.srt
5.9 kB
10 - Probability - Combinatorics/006 Combinations-With-Repetition.pdf
207 kB
10 - Probability - Combinatorics/006 Solving Combinations.mp4
24 MB
10 - Probability - Combinatorics/006 Solving Combinations_en.srt
7.2 kB
10 - Probability - Combinatorics/007 Symmetry of Combinations.mp4
14 MB
10 - Probability - Combinatorics/007 Symmetry of Combinations_en.srt
5.4 kB
10 - Probability - Combinatorics/007 Symmetry-Explained.pdf
85 kB
10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces.mp4
11 MB
10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces_en.srt
4.9 kB
10 - Probability - Combinatorics/009 Combinatorics in Real-Life The Lottery.mp4
16 MB
10 - Probability - Combinatorics/009 Combinatorics in Real-Life The Lottery_en.srt
5.1 kB
10 - Probability - Combinatorics/010 A Recap of Combinatorics.mp4
15 MB
10 - Probability - Combinatorics/010 A Recap of Combinatorics_en.srt
4.6 kB
10 - Probability - Combinatorics/011 A Practical Example of Combinatorics.mp4
43 MB
10 - Probability - Combinatorics/011 A Practical Example of Combinatorics_en.srt
18 kB
10 - Probability - Combinatorics/011 Additional-Exercises-Combinatorics-Solutions.pdf
246 kB
10 - Probability - Combinatorics/011 Additional-Exercises-Combinatorics.pdf
107 kB
11 - Probability - Bayesian Inference/001 Course-Notes-Bayesian-Inference.pdf
386 kB
11 - Probability - Bayesian Inference/001 Sets and Events.mp4
18 MB
11 - Probability - Bayesian Inference/001 Sets and Events_en.srt
6.5 kB
11 - Probability - Bayesian Inference/002 Ways Sets Can Interact.mp4
19 MB
11 - Probability - Bayesian Inference/002 Ways Sets Can Interact_en.srt
5.5 kB
11 - Probability - Bayesian Inference/003 Intersection of Sets.mp4
11 MB
11 - Probability - Bayesian Inference/003 Intersection of Sets_en.srt
3.1 kB
11 - Probability - Bayesian Inference/004 Union of Sets.mp4
24 MB
11 - Probability - Bayesian Inference/004 Union of Sets_en.srt
7.5 kB
11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets.mp4
11 MB
11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets_en.srt
3.3 kB
11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets.mp4
15 MB
11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets_en.srt
4.1 kB
11 - Probability - Bayesian Inference/007 The Conditional Probability Formula.mp4
17 MB
11 - Probability - Bayesian Inference/007 The Conditional Probability Formula_en.srt
7.2 kB
11 - Probability - Bayesian Inference/008 The Law of Total Probability.mp4
12 MB
11 - Probability - Bayesian Inference/008 The Law of Total Probability_en.srt
4.8 kB
11 - Probability - Bayesian Inference/009 The Additive Rule.mp4
11 MB
11 - Probability - Bayesian Inference/009 The Additive Rule_en.srt
3.1 kB
11 - Probability - Bayesian Inference/010 The Multiplication Law.mp4
20 MB
11 - Probability - Bayesian Inference/010 The Multiplication Law_en.srt
5.6 kB
11 - Probability - Bayesian Inference/011 Bayes' Law.mp4
21 MB
11 - Probability - Bayesian Inference/011 Bayes' Law_en.srt
9.2 kB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4
139 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference_en.srt
24 kB
11 - Probability - Bayesian Inference/012 Bayesian-Homework-Solutions.pdf
30 kB
11 - Probability - Bayesian Inference/012 Bayesian-Homework.pdf
27 kB
11 - Probability - Bayesian Inference/012 CDS-2017-2018-Hamilton.pdf
845 kB
12 - Probability - Distributions/001 Course-Notes-Probability-Distributions.pdf
464 kB
12 - Probability - Distributions/001 Fundamentals of Probability Distributions.mp4
19 MB
12 - Probability - Distributions/001 Fundamentals of Probability Distributions_en.srt
10 kB
12 - Probability - Distributions/002 Types of Probability Distributions.mp4
36 MB
12 - Probability - Distributions/002 Types of Probability Distributions_en.srt
13 kB
12 - Probability - Distributions/003 Characteristics of Discrete Distributions.mp4
9.4 MB
12 - Probability - Distributions/003 Characteristics of Discrete Distributions_en.srt
3.0 kB
12 - Probability - Distributions/004 Discrete Distributions The Uniform Distribution.mp4
10 MB
12 - Probability - Distributions/004 Discrete Distributions The Uniform Distribution_en.srt
3.4 kB
12 - Probability - Distributions/005 Discrete Distributions The Bernoulli Distribution.mp4
15 MB
12 - Probability - Distributions/005 Discrete Distributions The Bernoulli Distribution_en.srt
6.5 kB
12 - Probability - Distributions/006 Discrete Distributions The Binomial Distribution.mp4
31 MB
12 - Probability - Distributions/006 Discrete Distributions The Binomial Distribution_en.srt
11 kB
12 - Probability - Distributions/007 Discrete Distributions The Poisson Distribution.mp4
24 MB
12 - Probability - Distributions/007 Discrete Distributions The Poisson Distribution_en.srt
8.7 kB
12 - Probability - Distributions/007 Poisson-Expected-Value-and-Variance.pdf
146 kB
12 - Probability - Distributions/008 Characteristics of Continuous Distributions.mp4
36 MB
12 - Probability - Distributions/008 Characteristics of Continuous Distributions_en.srt
11 kB
12 - Probability - Distributions/008 Solving-Integrals.pdf
344 kB
12 - Probability - Distributions/009 Continuous Distributions The Normal Distribution.mp4
20 MB
12 - Probability - Distributions/009 Continuous Distributions The Normal Distribution_en.srt
6.1 kB
12 - Probability - Distributions/009 Normal-Distribution-Exp-and-Var.pdf
144 kB
12 - Probability - Distributions/010 Continuous Distributions The Standard Normal Distribution.mp4
38 MB
12 - Probability - Distributions/010 Continuous Distributions The Standard Normal Distribution_en.srt
6.8 kB
12 - Probability - Distributions/011 Continuous Distributions The Students' T Distribution.mp4
9.2 MB
12 - Probability - Distributions/011 Continuous Distributions The Students' T Distribution_en.srt
3.8 kB
12 - Probability - Distributions/012 Continuous Distributions The Chi-Squared Distribution.mp4
21 MB
12 - Probability - Distributions/012 Continuous Distributions The Chi-Squared Distribution_en.srt
3.5 kB
12 - Probability - Distributions/013 Continuous Distributions The Exponential Distribution.mp4
16 MB
12 - Probability - Distributions/013 Continuous Distributions The Exponential Distribution_en.srt
5.4 kB
12 - Probability - Distributions/014 Continuous Distributions The Logistic Distribution.mp4
16 MB
12 - Probability - Distributions/014 Continuous Distributions The Logistic Distribution_en.srt
6.4 kB
12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4
138 MB
12 - Probability - Distributions/015 A Practical Example of Probability Distributions_en.srt
26 kB
12 - Probability - Distributions/015 Customers-Membership-post.xlsx
16 kB
12 - Probability - Distributions/015 Customers-Membership.xlsx
9.7 kB
12 - Probability - Distributions/015 Daily-Views-post.xlsx
20 kB
12 - Probability - Distributions/015 Daily-Views.xlsx
9.5 kB
12 - Probability - Distributions/015 FIFA19-post.csv
8.6 MB
12 - Probability - Distributions/015 FIFA19.csv
8.6 MB
13 - Probability - Probability in Other Fields/001 Probability in Finance.mp4
40 MB
13 - Probability - Probability in Other Fields/001 Probability in Finance_en.srt
12 kB
13 - Probability - Probability in Other Fields/001 Probability-in-Finance-Homework.pdf
111 kB
13 - Probability - Probability in Other Fields/001 Probability-in-Finance-Solutions.pdf
184 kB
13 - Probability - Probability in Other Fields/002 Probability in Statistics.mp4
32 MB
13 - Probability - Probability in Other Fields/002 Probability in Statistics_en.srt
11 kB
13 - Probability - Probability in Other Fields/003 Probability in Data Science.mp4
57 MB
13 - Probability - Probability in Other Fields/003 Probability in Data Science_en.srt
8.5 kB
13 - Probability - Probability in Other Fields/003 Probability-Cheat-Sheet.pdf
320 kB
14 - Part 3 Statistics/001 Course-notes-descriptive-statistics.pdf
482 kB
14 - Part 3 Statistics/001 Population and Sample.mp4
35 MB
14 - Part 3 Statistics/001 Population and Sample_en.srt
7.0 kB
14 - Part 3 Statistics/001 Statistics-Glossary.xlsx
20 kB
15 - Statistics - Descriptive Statistics/001 Course-notes-descriptive-statistics.pdf
482 kB
15 - Statistics - Descriptive Statistics/001 Glossary.xlsx
20 kB
15 - Statistics - Descriptive Statistics/001 Types of Data.mp4
43 MB
15 - Statistics - Descriptive Statistics/001 Types of Data_en.srt
6.9 kB
15 - Statistics - Descriptive Statistics/002 Levels of Measurement.mp4
32 MB
15 - Statistics - Descriptive Statistics/002 Levels of Measurement_en.srt
5.8 kB
15 - Statistics - Descriptive Statistics/003 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx
31 kB
15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques.mp4
37 MB
15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques_en.srt
8.0 kB
15 - Statistics - Descriptive Statistics/004 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx
41 kB
15 - Statistics - Descriptive Statistics/004 2.3.Categorical-variables.Visualization-techniques-exercise.xlsx
15 kB
15 - Statistics - Descriptive Statistics/004 Categorical Variables Exercise.html
81 B
15 - Statistics - Descriptive Statistics/004 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
289 kB
15 - Statistics - Descriptive Statistics/005 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx
11 kB
15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table.mp4
18 MB
15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table_en.srt
5.3 kB
15 - Statistics - Descriptive Statistics/006 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx
13 kB
15 - Statistics - Descriptive Statistics/006 Numerical Variables Exercise.html
81 B
15 - Statistics - Descriptive Statistics/007 2.5.The-Histogram-lesson.xlsx
19 kB
15 - Statistics - Descriptive Statistics/007 The Histogram.mp4
9.6 MB
15 - Statistics - Descriptive Statistics/007 The Histogram_en.srt
4.1 kB
15 - Statistics - Descriptive Statistics/008 2.5.The-Histogram-exercise-solution.xlsx
17 kB
15 - Statistics - Descriptive Statistics/008 2.5.The-Histogram-exercise.xlsx
16 kB
15 - Statistics - Descriptive Statistics/008 Histogram Exercise.html
81 B
15 - Statistics - Descriptive Statistics/008 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
289 kB
15 - Statistics - Descriptive Statistics/009 2.6.Cross-table-and-scatter-plot.xlsx
26 kB
15 - Statistics - Descriptive Statistics/009 Cross Tables and Scatter Plots.mp4
20 MB
15 - Statistics - Descriptive Statistics/009 Cross Tables and Scatter Plots_en.srt
8.3 kB
15 - Statistics - Descriptive Statistics/010 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx
40 kB
15 - Statistics - Descriptive Statistics/010 2.6.Cross-table-and-scatter-plot-exercise.xlsx
16 kB
15 - Statistics - Descriptive Statistics/010 Cross Tables and Scatter Plots Exercise.html
81 B
15 - Statistics - Descriptive Statistics/011 2.7.Mean-median-and-mode-lesson.xlsx
10 kB
15 - Statistics - Descriptive Statistics/011 Mean, median and mode.mp4
24 MB
15 - Statistics - Descriptive Statistics/011 Mean, median and mode_en.srt
7.2 kB
15 - Statistics - Descriptive Statistics/012 2.7.Mean-median-and-mode-exercise-solution.xlsx
11 kB
15 - Statistics - Descriptive Statistics/012 2.7.Mean-median-and-mode-exercise.xlsx
11 kB
15 - Statistics - Descriptive Statistics/012 Mean, Median and Mode Exercise.html
81 B
15 - Statistics - Descriptive Statistics/013 2.8.Skewness-lesson.xlsx
35 kB
15 - Statistics - Descriptive Statistics/013 Skewness.mp4
13 MB
15 - Statistics - Descriptive Statistics/013 Skewness_en.srt
4.4 kB
15 - Statistics - Descriptive Statistics/014 2.8.Skewness-exercise-solution.xlsx
20 kB
15 - Statistics - Descriptive Statistics/014 2.8.Skewness-exercise.xlsx
9.5 kB
15 - Statistics - Descriptive Statistics/014 Skewness Exercise.html
81 B
15 - Statistics - Descriptive Statistics/015 2.9.Variance-lesson.xlsx
10 kB
15 - Statistics - Descriptive Statistics/015 Variance.mp4
24 MB
15 - Statistics - Descriptive Statistics/015 Variance_en.srt
9.9 kB
15 - Statistics - Descriptive Statistics/016 2.9.Variance-exercise-solution.xlsx
11 kB
15 - Statistics - Descriptive Statistics/016 2.9.Variance-exercise.xlsx
11 kB
15 - Statistics - Descriptive Statistics/016 Variance Exercise.html
522 B
15 - Statistics - Descriptive Statistics/017 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx
11 kB
15 - Statistics - Descriptive Statistics/017 Standard Deviation and Coefficient of Variation.mp4
20 MB
15 - Statistics - Descriptive Statistics/017 Standard Deviation and Coefficient of Variation_en.srt
7.6 kB
15 - Statistics - Descriptive Statistics/018 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx
13 kB
15 - Statistics - Descriptive Statistics/018 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx
12 kB
15 - Statistics - Descriptive Statistics/018 Standard Deviation and Coefficient of Variation Exercise.html
81 B
15 - Statistics - Descriptive Statistics/019 2.11.Covariance-lesson.xlsx
25 kB
15 - Statistics - Descriptive Statistics/019 Covariance.mp4
18 MB
15 - Statistics - Descriptive Statistics/019 Covariance_en.srt
6.1 kB
15 - Statistics - Descriptive Statistics/020 2.11.Covariance-exercise-solution.xlsx
30 kB
15 - Statistics - Descriptive Statistics/020 2.11.Covariance-exercise.xlsx
20 kB
15 - Statistics - Descriptive Statistics/020 Covariance Exercise.html
81 B
15 - Statistics - Descriptive Statistics/021 Correlation Coefficient.mp4
19 MB
15 - Statistics - Descriptive Statistics/021 Correlation Coefficient_en.srt
5.9 kB
15 - Statistics - Descriptive Statistics/022 2.12.Correlation-exercise-solution.xlsx
30 kB
15 - Statistics - Descriptive Statistics/022 2.12.Correlation-exercise.xlsx
29 kB
15 - Statistics - Descriptive Statistics/022 Correlation Coefficient Exercise.html
81 B
16 - Statistics - Practical Example Descriptive Statistics/001 2.13.Practical-example.Descriptive-statistics-lesson.xlsx
146 kB
16 - Statistics - Practical Example Descriptive Statistics/001 Practical Example Descriptive Statistics.mp4
150 MB
16 - Statistics - Practical Example Descriptive Statistics/001 Practical Example Descriptive Statistics_en.srt
25 kB
16 - Statistics - Practical Example Descriptive Statistics/002 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx
146 kB
16 - Statistics - Practical Example Descriptive Statistics/002 2.13.Practical-example.Descriptive-statistics-exercise.xlsx
120 kB
16 - Statistics - Practical Example Descriptive Statistics/002 Practical Example Descriptive Statistics Exercise.html
81 B
17 - Statistics - Inferential Statistics Fundamentals/001 Course-notes-inferential-statistics.pdf
382 kB
17 - Statistics - Inferential Statistics Fundamentals/001 Introduction.mp4
3.1 MB
17 - Statistics - Inferential Statistics Fundamentals/001 Introduction_en.srt
2.0 kB
17 - Statistics - Inferential Statistics Fundamentals/002 3.2.What-is-a-distribution-lesson.xlsx
20 kB
17 - Statistics - Inferential Statistics Fundamentals/002 Course-notes-inferential-statistics.pdf
382 kB
17 - Statistics - Inferential Statistics Fundamentals/002 What is a Distribution.mp4
17 MB
17 - Statistics - Inferential Statistics Fundamentals/002 What is a Distribution_en.srt
7.1 kB
17 - Statistics - Inferential Statistics Fundamentals/003 The Normal Distribution.mp4
28 MB
17 - Statistics - Inferential Statistics Fundamentals/003 The Normal Distribution_en.srt
6.2 kB
17 - Statistics - Inferential Statistics Fundamentals/004 3.4.Standard-normal-distribution-lesson.xlsx
10 kB
17 - Statistics - Inferential Statistics Fundamentals/004 The Standard Normal Distribution.mp4
8.6 MB
17 - Statistics - Inferential Statistics Fundamentals/004 The Standard Normal Distribution_en.srt
4.8 kB
17 - Statistics - Inferential Statistics Fundamentals/005 3.4.Standard-normal-distribution-exercise-solution.xlsx
24 kB
17 - Statistics - Inferential Statistics Fundamentals/005 3.4.Standard-normal-distribution-exercise.xlsx
12 kB
17 - Statistics - Inferential Statistics Fundamentals/005 The Standard Normal Distribution Exercise.html
81 B
17 - Statistics - Inferential Statistics Fundamentals/006 Central Limit Theorem.mp4
23 MB
17 - Statistics - Inferential Statistics Fundamentals/006 Central Limit Theorem_en.srt
6.7 kB
17 - Statistics - Inferential Statistics Fundamentals/007 Standard error.mp4
14 MB
17 - Statistics - Inferential Statistics Fundamentals/007 Standard error_en.srt
2.5 kB
17 - Statistics - Inferential Statistics Fundamentals/008 Estimators and Estimates.mp4
28 MB
17 - Statistics - Inferential Statistics Fundamentals/008 Estimators and Estimates_en.srt
4.8 kB
18 - Statistics - Inferential Statistics Confidence Intervals/001 What are Confidence Intervals.mp4
29 MB
18 - Statistics - Inferential Statistics Confidence Intervals/001 What are Confidence Intervals_en.srt
3.8 kB
18 - Statistics - Inferential Statistics Confidence Intervals/002 3.9.Population-variance-known-z-score-lesson.xlsx
11 kB
18 - Statistics - Inferential Statistics Confidence Intervals/002 3.9.The-z-table.xlsx
26 kB
18 - Statistics - Inferential Statistics Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score.mp4
52 MB
18 - Statistics - Inferential Statistics Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score_en.srt
12 kB
18 - Statistics - Inferential Statistics Confidence Intervals/003 3.9.Population-variance-known-z-score-exercise-solution.xlsx
11 kB
18 - Statistics - Inferential Statistics Confidence Intervals/003 3.9.Population-variance-known-z-score-exercise.xlsx
11 kB
18 - Statistics - Inferential Statistics Confidence Intervals/003 3.9.The-z-table.xlsx
26 kB
18 - Statistics - Inferential Statistics Confidence Intervals/003 Confidence Intervals; Population Variance Known; Z-score; Exercise.html
81 B
18 - Statistics - Inferential Statistics Confidence Intervals/004 Confidence Interval Clarifications.mp4
19 MB
18 - Statistics - Inferential Statistics Confidence Intervals/004 Confidence Interval Clarifications_en.srt
6.7 kB
18 - Statistics - Inferential Statistics Confidence Intervals/005 Student's T Distribution.mp4
14 MB
18 - Statistics - Inferential Statistics Confidence Intervals/005 Student's T Distribution_en.srt
5.4 kB
18 - Statistics - Inferential Statistics Confidence Intervals/006 3.11.Population-variance-unknown-t-score-lesson.xlsx
11 kB
18 - Statistics - Inferential Statistics Confidence Intervals/006 3.11.The-t-table.xlsx
16 kB
18 - Statistics - Inferential Statistics Confidence Intervals/006 Confidence Intervals; Population Variance Unknown; T-score.mp4
14 MB
18 - Statistics - Inferential Statistics Confidence Intervals/006 Confidence Intervals; Population Variance Unknown; T-score_en.srt
6.5 kB
18 - Statistics - Inferential Statistics Confidence Intervals/007 3.11.Population-variance-unknown-t-score-exercise-solution.xlsx
11 kB
18 - Statistics - Inferential Statistics Confidence Intervals/007 3.11.Population-variance-unknown-t-score-exercise.xlsx
11 kB
18 - Statistics - Inferential Statistics Confidence Intervals/007 3.11.The-t-table.xlsx
16 kB
18 - Statistics - Inferential Statistics Confidence Intervals/007 Confidence Intervals; Population Variance Unknown; T-score; Exercise.html
81 B
18 - Statistics - Inferential Statistics Confidence Intervals/008 Margin of Error.mp4
23 MB
18 - Statistics - Inferential Statistics Confidence Intervals/008 Margin of Error_en.srt
7.7 kB
18 - Statistics - Inferential Statistics Confidence Intervals/009 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx
10 kB
18 - Statistics - Inferential Statistics Confidence Intervals/009 Confidence intervals. Two means. Dependent samples.mp4
45 MB
18 - Statistics - Inferential Statistics Confidence Intervals/009 Confidence intervals. Two means. Dependent samples_en.srt
10 kB
18 - Statistics - Inferential Statistics Confidence Intervals/010 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx
14 kB
18 - Statistics - Inferential Statistics Confidence Intervals/010 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise.xlsx
14 kB
18 - Statistics - Inferential Statistics Confidence Intervals/010 Confidence intervals. Two means. Dependent samples Exercise.html
81 B
18 - Statistics - Inferential Statistics Confidence Intervals/011 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx
9.8 kB
18 - Statistics - Inferential Statistics Confidence Intervals/011 Confidence intervals. Two means. Independent Samples (Part 1).mp4
12 MB
18 - Statistics - Inferential Statistics Confidence Intervals/011 Confidence intervals. Two means. Independent Samples (Part 1)_en.srt
7.5 kB
18 - Statistics - Inferential Statistics Confidence Intervals/012 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx
10 kB
18 - Statistics - Inferential Statistics Confidence Intervals/012 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise.xlsx
9.8 kB
18 - Statistics - Inferential Statistics Confidence Intervals/012 Confidence intervals. Two means. Independent Samples (Part 1). Exercise.html
81 B
18 - Statistics - Inferential Statistics Confidence Intervals/013 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx
9.5 kB
18 - Statistics - Inferential Statistics Confidence Intervals/013 Confidence intervals. Two means. Independent Samples (Part 2).mp4
15 MB
18 - Statistics - Inferential Statistics Confidence Intervals/013 Confidence intervals. Two means. Independent Samples (Part 2)_en.srt
5.6 kB
18 - Statistics - Inferential Statistics Confidence Intervals/014 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx
9.8 kB
18 - Statistics - Inferential Statistics Confidence Intervals/014 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise.xlsx
9.2 kB
18 - Statistics - Inferential Statistics Confidence Intervals/014 Confidence intervals. Two means. Independent Samples (Part 2). Exercise.html
81 B
18 - Statistics - Inferential Statistics Confidence Intervals/015 Confidence intervals. Two means. Independent Samples (Part 3).mp4
6.9 MB
18 - Statistics - Inferential Statistics Confidence Intervals/015 Confidence intervals. Two means. Independent Samples (Part 3)_en.srt
2.4 kB
19 - Statistics - Practical Example Inferential Statistics/001 3.17.Practical-example.Confidence-intervals-lesson.xlsx
1.7 MB
19 - Statistics - Practical Example Inferential Statistics/001 Practical Example Inferential Statistics.mp4
69 MB
19 - Statistics - Practical Example Inferential Statistics/001 Practical Example Inferential Statistics_en.srt
17 kB
19 - Statistics - Practical Example Inferential Statistics/002 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx
1.8 MB
19 - Statistics - Practical Example Inferential Statistics/002 3.17.Practical-example.Confidence-intervals-exercise.xlsx
1.7 MB
19 - Statistics - Practical Example Inferential Statistics/002 Practical Example Inferential Statistics Exercise.html
81 B
20 - Statistics - Hypothesis Testing/001 Course-notes-hypothesis-testing.pdf
656 kB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4
84 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis_en.srt
8.6 kB
20 - Statistics - Hypothesis Testing/002 Further Reading on Null and Alternative Hypothesis.html
2.2 kB
20 - Statistics - Hypothesis Testing/003 Course-notes-hypothesis-testing.pdf
656 kB
20 - Statistics - Hypothesis Testing/003 Rejection Region and Significance Level.mp4
39 MB
20 - Statistics - Hypothesis Testing/003 Rejection Region and Significance Level_en.srt
10 kB
20 - Statistics - Hypothesis Testing/004 Type I Error and Type II Error.mp4
19 MB
20 - Statistics - Hypothesis Testing/004 Type I Error and Type II Error_en.srt
6.6 kB
20 - Statistics - Hypothesis Testing/005 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx
11 kB
20 - Statistics - Hypothesis Testing/005 Test for the Mean. Population Variance Known.mp4
37 MB
20 - Statistics - Hypothesis Testing/005 Test for the Mean. Population Variance Known_en.srt
9.8 kB
20 - Statistics - Hypothesis Testing/006 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx
11 kB
20 - Statistics - Hypothesis Testing/006 4.4.Test-for-the-mean.Population-variance-known-exercise.xlsx
11 kB
20 - Statistics - Hypothesis Testing/006 Test for the Mean. Population Variance Known Exercise.html
81 B
20 - Statistics - Hypothesis Testing/007 Online-p-value-calculator.pdf
1.2 MB
20 - Statistics - Hypothesis Testing/007 p-value.mp4
34 MB
20 - Statistics - Hypothesis Testing/007 p-value_en.srt
6.3 kB
20 - Statistics - Hypothesis Testing/008 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx
14 kB
20 - Statistics - Hypothesis Testing/008 Test for the Mean. Population Variance Unknown.mp4
20 MB
20 - Statistics - Hypothesis Testing/008 Test for the Mean. Population Variance Unknown_en.srt
7.2 kB
20 - Statistics - Hypothesis Testing/009 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx
13 kB
20 - Statistics - Hypothesis Testing/009 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx
11 kB
20 - Statistics - Hypothesis Testing/009 Test for the Mean. Population Variance Unknown Exercise.html
81 B
20 - Statistics - Hypothesis Testing/010 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx
9.8 kB
20 - Statistics - Hypothesis Testing/010 Test for the Mean. Dependent Samples.mp4
33 MB
20 - Statistics - Hypothesis Testing/010 Test for the Mean. Dependent Samples_en.srt
8.1 kB
20 - Statistics - Hypothesis Testing/011 4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx
14 kB
20 - Statistics - Hypothesis Testing/011 4.7.Test-for-the-mean.Dependent-samples-exercise.xlsx
13 kB
20 - Statistics - Hypothesis Testing/011 Test for the Mean. Dependent Samples Exercise.html
81 B
20 - Statistics - Hypothesis Testing/012 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx
9.6 kB
20 - Statistics - Hypothesis Testing/012 Test for the mean. Independent Samples (Part 1).mp4
15 MB
20 - Statistics - Hypothesis Testing/012 Test for the mean. Independent Samples (Part 1)_en.srt
6.5 kB
20 - Statistics - Hypothesis Testing/013 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx
11 kB
20 - Statistics - Hypothesis Testing/013 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx
11 kB
20 - Statistics - Hypothesis Testing/013 Test for the mean. Independent Samples (Part 1). Exercise.html
81 B
20 - Statistics - Hypothesis Testing/014 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx
9.3 kB
20 - Statistics - Hypothesis Testing/014 Test for the mean. Independent Samples (Part 2).mp4
24 MB
20 - Statistics - Hypothesis Testing/014 Test for the mean. Independent Samples (Part 2)_en.srt
6.5 kB
20 - Statistics - Hypothesis Testing/015 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx
11 kB
20 - Statistics - Hypothesis Testing/015 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx
10 kB
20 - Statistics - Hypothesis Testing/015 Test for the mean. Independent Samples (Part 2). Exercise.html
81 B
21 - Statistics - Practical Example Hypothesis Testing/0. Websites you may like/[CourseClub.Me].url
122 B
21 - Statistics - Practical Example Hypothesis Testing/0. Websites you may like/[FreeCourseSite.com].url
127 B
21 - Statistics - Practical Example Hypothesis Testing/0. Websites you may like/[GigaCourse.Com].url
49 B
21 - Statistics - Practical Example Hypothesis Testing/001 4.10.Hypothesis-testing-section-practical-example.xlsx
52 kB
21 - Statistics - Practical Example Hypothesis Testing/001 Practical Example Hypothesis Testing.mp4
46 MB
21 - Statistics - Practical Example Hypothesis Testing/001 Practical Example Hypothesis Testing_en.srt
10 kB
21 - Statistics - Practical Example Hypothesis Testing/002 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx
44 kB
21 - Statistics - Practical Example Hypothesis Testing/002 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx
44 kB
21 - Statistics - Practical Example Hypothesis Testing/002 Practical Example Hypothesis Testing Exercise.html
81 B
22 - Part 4 Introduction to Python/001 Introduction to Programming.mp4
15 MB
22 - Part 4 Introduction to Python/001 Introduction to Programming_en.srt
8.7 kB
22 - Part 4 Introduction to Python/001 Introduction-to-Python-Course-Notes.pdf
2.2 MB
22 - Part 4 Introduction to Python/002 Why Python.mp4
12 MB
22 - Part 4 Introduction to Python/002 Why Python_en.srt
8.6 kB
22 - Part 4 Introduction to Python/003 Why Jupyter.mp4
8.1 MB
22 - Part 4 Introduction to Python/003 Why Jupyter_en.srt
5.9 kB
22 - Part 4 Introduction to Python/004 Installing Python and Jupyter.mp4
33 MB
22 - Part 4 Introduction to Python/004 Installing Python and Jupyter_en.srt
11 kB
22 - Part 4 Introduction to Python/005 Understanding Jupyter's Interface - the Notebook Dashboard.mp4
6.1 MB
22 - Part 4 Introduction to Python/005 Understanding Jupyter's Interface - the Notebook Dashboard_en.srt
4.4 kB
22 - Part 4 Introduction to Python/006 Prerequisites for Coding in the Jupyter Notebooks.mp4
19 MB
22 - Part 4 Introduction to Python/006 Prerequisites for Coding in the Jupyter Notebooks_en.srt
9.4 kB
23 - Python - Variables and Data Types/001 Introduction-to-Python-Course-Notes.pdf
2.2 MB
23 - Python - Variables and Data Types/001 Variables-Exercise-Py3.ipynb
2.2 kB
23 - Python - Variables and Data Types/001 Variables-Lecture-Py3.ipynb
3.6 kB
23 - Python - Variables and Data Types/001 Variables-Solution-Py3.ipynb
3.8 kB
23 - Python - Variables and Data Types/001 Variables.mp4
8.9 MB
23 - Python - Variables and Data Types/001 Variables_en.srt
5.8 kB
23 - Python - Variables and Data Types/002 Numbers and Boolean Values in Python.mp4
14 MB
23 - Python - Variables and Data Types/002 Numbers and Boolean Values in Python_en.srt
4.6 kB
23 - Python - Variables and Data Types/002 Numbers-and-Boolean-Values-Exercise-Py3.ipynb
2.3 kB
23 - Python - Variables and Data Types/002 Numbers-and-Boolean-Values-Lecture-Py3.ipynb
3.4 kB
23 - Python - Variables and Data Types/003 Python Strings.mp4
16 MB
23 - Python - Variables and Data Types/003 Python Strings_en.srt
9.3 kB
23 - Python - Variables and Data Types/003 Strings-Exercise-Py3.ipynb
2.6 kB
23 - Python - Variables and Data Types/003 Strings-Lecture-Py3.ipynb
7.6 kB
23 - Python - Variables and Data Types/003 Strings-Solution-Py3.ipynb
5.5 kB
24 - Python - Basic Python Syntax/001 Arithmetic-Operators-Exercise-Py3.ipynb
2.6 kB
24 - Python - Basic Python Syntax/001 Arithmetic-Operators-Lecture-Py3.ipynb
3.5 kB
24 - Python - Basic Python Syntax/001 Arithmetic-Operators-Solution-Py3.ipynb
4.2 kB
24 - Python - Basic Python Syntax/001 Using Arithmetic Operators in Python.mp4
8.6 MB
24 - Python - Basic Python Syntax/001 Using Arithmetic Operators in Python_en.srt
5.2 kB
24 - Python - Basic Python Syntax/002 The Double Equality Sign.mp4
2.7 MB
24 - Python - Basic Python Syntax/002 The Double Equality Sign_en.srt
2.3 kB
24 - Python - Basic Python Syntax/002 The-Double-Equality-Sign-Exercise-Py3.ipynb
838 B
24 - Python - Basic Python Syntax/002 The-Double-Equality-Sign-Lecture-Py3.ipynb
1.4 kB
24 - Python - Basic Python Syntax/002 The-Double-Equality-Sign-Solution-Py3.ipynb
1.1 kB
24 - Python - Basic Python Syntax/003 How to Reassign Values.mp4
1.9 MB
24 - Python - Basic Python Syntax/003 How to Reassign Values_en.srt
1.6 kB
24 - Python - Basic Python Syntax/003 Reassign-Values-Exercise-Py3.ipynb
1.7 kB
24 - Python - Basic Python Syntax/003 Reassign-Values-Lecture-Py3.ipynb
3.1 kB
24 - Python - Basic Python Syntax/003 Reassign-Values-Solution-Py3.ipynb
2.1 kB
24 - Python - Basic Python Syntax/004 Add Comments.mp4
2.4 MB
24 - Python - Basic Python Syntax/004 Add Comments_en.srt
2.3 kB
24 - Python - Basic Python Syntax/004 Add-Comments-Lecture-Py3.ipynb
1.0 kB
24 - Python - Basic Python Syntax/005 Line-Continuation-Exercise-Py3.ipynb
1.1 kB
24 - Python - Basic Python Syntax/005 Line-Continuation-Lecture-Py3.ipynb
779 B
24 - Python - Basic Python Syntax/005 Line-Continuation-Solution-Py3.ipynb
1.5 kB
24 - Python - Basic Python Syntax/005 Understanding Line Continuation.mp4
1.2 MB
24 - Python - Basic Python Syntax/005 Understanding Line Continuation_en.srt
1.4 kB
24 - Python - Basic Python Syntax/006 Indexing Elements.mp4
2.4 MB
24 - Python - Basic Python Syntax/006 Indexing Elements_en.srt
2.0 kB
24 - Python - Basic Python Syntax/006 Indexing-Elements-Exercise-Py3.ipynb
1.3 kB
24 - Python - Basic Python Syntax/006 Indexing-Elements-Lecture-Py3.ipynb
1.3 kB
24 - Python - Basic Python Syntax/006 Indexing-Elements-Solution-Py3.ipynb
2.2 kB
24 - Python - Basic Python Syntax/007 Structure-Your-Code-with-Indentation-Exercise-Py3.ipynb
956 B
24 - Python - Basic Python Syntax/007 Structure-Your-Code-with-Indentation-Lecture-Py3.ipynb
958 B
24 - Python - Basic Python Syntax/007 Structure-Your-Code-with-Indentation-Solution-Py3.ipynb
1.5 kB
24 - Python - Basic Python Syntax/007 Structuring with Indentation.mp4
2.8 MB
24 - Python - Basic Python Syntax/007 Structuring with Indentation_en.srt
2.8 kB
25 - Python - Other Python Operators/001 Comparison Operators.mp4
4.8 MB
25 - Python - Other Python Operators/001 Comparison Operators_en.srt
3.1 kB
25 - Python - Other Python Operators/001 Comparison-Operators-Exercise-Py3.ipynb
1.6 kB
25 - Python - Other Python Operators/001 Comparison-Operators-Lecture-Py3.ipynb
2.5 kB
25 - Python - Other Python Operators/001 Comparison-Operators-Solution-Py3.ipynb
2.4 kB
25 - Python - Other Python Operators/002 Logical and Identity Operators.mp4
19 MB
25 - Python - Other Python Operators/002 Logical and Identity Operators_en.srt
7.2 kB
25 - Python - Other Python Operators/002 Logical-and-Identity-Operators-Lecture-Py3.ipynb
5.9 kB
25 - Python - Other Python Operators/002 Logical-and-Identity-Operators-Solution-Py3.ipynb
3.4 kB
26 - Python - Conditional Statements/001 Introduction-to-the-If-Statement-Exercise-Py3.ipynb
1.5 kB
26 - Python - Conditional Statements/001 Introduction-to-the-If-Statement-Lecture-Py3.ipynb
1.1 kB
26 - Python - Conditional Statements/001 Introduction-to-the-If-Statement-Solution-Py3.ipynb
2.2 kB
26 - Python - Conditional Statements/001 The IF Statement.mp4
6.1 MB
26 - Python - Conditional Statements/001 The IF Statement_en.srt
4.5 kB
26 - Python - Conditional Statements/002 Add-an-Else-Statement-Exercise-Py3.ipynb
1.0 kB
26 - Python - Conditional Statements/002 Add-an-Else-Statement-Lecture-Py3.ipynb
1.8 kB
26 - Python - Conditional Statements/002 Add-an-Else-Statement-Solution-Py3.ipynb
1.4 kB
26 - Python - Conditional Statements/002 The ELSE Statement.mp4
6.0 MB
26 - Python - Conditional Statements/002 The ELSE Statement_en.srt
3.9 kB
26 - Python - Conditional Statements/003 Else-If-for-Brief-Elif-Exercise-Py3.ipynb
1.7 kB
26 - Python - Conditional Statements/003 Else-If-for-Brief-Elif-Lecture-Py3.ipynb
3.2 kB
26 - Python - Conditional Statements/003 Else-If-for-Brief-Elif-Solution-Py3.ipynb
2.4 kB
26 - Python - Conditional Statements/003 The ELIF Statement.mp4
14 MB
26 - Python - Conditional Statements/003 The ELIF Statement_en.srt
8.2 kB
26 - Python - Conditional Statements/004 A Note on Boolean Values.mp4
4.2 MB
26 - Python - Conditional Statements/004 A Note on Boolean Values_en.srt
3.7 kB
26 - Python - Conditional Statements/004 A-Note-on-Boolean-Values-Lecture-Py3.ipynb
791 B
27 - Python - Python Functions/001 Defining a Function in Python.mp4
3.2 MB
27 - Python - Python Functions/001 Defining a Function in Python_en.srt
3.2 kB
27 - Python - Python Functions/001 Defining-a-Function-in-Python-Lecture-Py3.ipynb
868 B
27 - Python - Python Functions/002 Creating-a-Function-with-a-Parameter-Exercise-Py3.ipynb
1.2 kB
27 - Python - Python Functions/002 Creating-a-Function-with-a-Parameter-Lecture-Py3.ipynb
1.6 kB
27 - Python - Python Functions/002 Creating-a-Function-with-a-Parameter-Solution-Py3.ipynb
1.8 kB
27 - Python - Python Functions/002 How to Create a Function with a Parameter.mp4
8.3 MB
27 - Python - Python Functions/002 How to Create a Function with a Parameter_en.srt
5.4 kB
27 - Python - Python Functions/003 Another-Way-to-Define-a-Function-Exercise-Py3.ipynb
1.2 kB
27 - Python - Python Functions/003 Another-Way-to-Define-a-Function-Lecture-Py3.ipynb
3.3 kB
27 - Python - Python Functions/003 Another-Way-to-Define-a-Function-Solution-Py3.ipynb
2.0 kB
27 - Python - Python Functions/003 Defining a Function in Python - Part II.mp4
6.5 MB
27 - Python - Python Functions/003 Defining a Function in Python - Part II_en.srt
3.7 kB
27 - Python - Python Functions/004 0.6.4-Using-a-Function-in-another-Function-Exercise-Py3.ipynb
1.0 kB
27 - Python - Python Functions/004 0.6.4-Using-a-Function-in-another-Function-Lecture-Py3.ipynb
1015 B
27 - Python - Python Functions/004 0.6.4-Using-a-Function-in-another-Function-Solution-Py3.ipynb
1.6 kB
27 - Python - Python Functions/004 How to Use a Function within a Function.mp4
3.2 MB
27 - Python - Python Functions/004 How to Use a Function within a Function_en.srt
2.5 kB
27 - Python - Python Functions/005 Combining-Conditional-Statements-and-Functions-Exercise-Py3.ipynb
1.1 kB
27 - Python - Python Functions/005 Combining-Conditional-Statements-and-Functions-Lecture-Py3.ipynb
1.3 kB
27 - Python - Python Functions/005 Combining-Conditional-Statements-and-Functions-Solution-Py3.ipynb
1.6 kB
27 - Python - Python Functions/005 Conditional Statements and Functions.mp4
6.0 MB
27 - Python - Python Functions/005 Conditional Statements and Functions_en.srt
4.3 kB
27 - Python - Python Functions/006 Creating-Functions-Containing-a-Few-Arguments-Lecture-Py3.ipynb
1.7 kB
27 - Python - Python Functions/006 Functions Containing a Few Arguments.mp4
2.8 MB
27 - Python - Python Functions/006 Functions Containing a Few Arguments_en.srt
1.8 kB
27 - Python - Python Functions/007 Built-in Functions in Python.mp4
10 MB
27 - Python - Python Functions/007 Built-in Functions in Python_en.srt
5.2 kB
27 - Python - Python Functions/007 Notable-Built-In-Functions-in-Python-Exercise-Py3.ipynb
3.7 kB
27 - Python - Python Functions/007 Notable-Built-In-Functions-in-Python-Lecture-Py3.ipynb
4.5 kB
27 - Python - Python Functions/007 Notable-Built-In-Functions-in-Python-Solution-Py3.ipynb
5.5 kB
28 - Python - Sequences/001 Lists-Exercise-Py3.ipynb
2.1 kB
28 - Python - Sequences/001 Lists-Lecture-Py3.ipynb
2.7 kB
28 - Python - Sequences/001 Lists-Solution-Py3.ipynb
3.2 kB
28 - Python - Sequences/001 Lists.mp4
23 MB
28 - Python - Sequences/001 Lists_en.srt
12 kB
28 - Python - Sequences/002 Help-Yourself-with-Methods-Exercise-Py3.ipynb
1.9 kB
28 - Python - Sequences/002 Help-Yourself-with-Methods-Lecture-Py3.ipynb
4.4 kB
28 - Python - Sequences/002 Help-Yourself-with-Methods-Solution-Py3.ipynb
2.8 kB
28 - Python - Sequences/002 Using Methods.mp4
30 MB
28 - Python - Sequences/002 Using Methods_en.srt
10 kB
28 - Python - Sequences/003 List Slicing.mp4
19 MB
28 - Python - Sequences/003 List Slicing_en.srt
6.6 kB
28 - Python - Sequences/003 List-Slicing-Exercise-Py3.ipynb
2.8 kB
28 - Python - Sequences/003 List-Slicing-Lecture-Py3.ipynb
5.0 kB
28 - Python - Sequences/003 List-Slicing-Solution-Py3.ipynb
4.3 kB
28 - Python - Sequences/004 Tuples-Exercise-Py3.ipynb
2.1 kB
28 - Python - Sequences/004 Tuples-Lecture-Py3.ipynb
2.9 kB
28 - Python - Sequences/004 Tuples-Solution-Py3.ipynb
4.6 kB
28 - Python - Sequences/004 Tuples.mp4
18 MB
28 - Python - Sequences/004 Tuples_en.srt
9.0 kB
28 - Python - Sequences/005 Dictionaries-Exercise-Py3.ipynb
2.9 kB
28 - Python - Sequences/005 Dictionaries-Lecture-Py3.ipynb
4.4 kB
28 - Python - Sequences/005 Dictionaries-Solution-Py3.ipynb
6.2 kB
28 - Python - Sequences/005 Dictionaries.mp4
32 MB
28 - Python - Sequences/005 Dictionaries_en.srt
11 kB
29 - Python - Iterations/001 For Loops.mp4
24 MB
29 - Python - Iterations/001 For Loops_en.srt
8.1 kB
29 - Python - Iterations/001 For-Loops-Exercise-Py3.ipynb
1.3 kB
29 - Python - Iterations/001 For-Loops-Lecture-Py3.ipynb
1.3 kB
29 - Python - Iterations/001 For-Loops-Solution-Py3.ipynb
1.8 kB
29 - Python - Iterations/002 While Loops and Incrementing.mp4
20 MB
29 - Python - Iterations/002 While Loops and Incrementing_en.srt
7.3 kB
29 - Python - Iterations/002 While-Loops-and-Incrementing-Exercise-Py3.ipynb
1.1 kB
29 - Python - Iterations/002 While-Loops-and-Incrementing-Lecture-Py3.ipynb
1.1 kB
29 - Python - Iterations/002 While-Loops-and-Incrementing-Solution-Py3.ipynb
1.7 kB
29 - Python - Iterations/003 Create-Lists-with-the-range-Function-Exercise-Py3.ipynb
1.5 kB
29 - Python - Iterations/003 Create-Lists-with-the-range-Function-Lecture-Py3.ipynb
1.3 kB
29 - Python - Iterations/003 Create-Lists-with-the-range-Function-Solution-Py3.ipynb
2.3 kB
29 - Python - Iterations/003 Lists with the range() Function.mp4
12 MB
29 - Python - Iterations/003 Lists with the range() Function_en.srt
10 kB
29 - Python - Iterations/004 Conditional Statements and Loops.mp4
22 MB
29 - Python - Iterations/004 Conditional Statements and Loops_en.srt
9.6 kB
29 - Python - Iterations/004 Use-Conditional-Statements-and-Loops-Together-Exercise-Py3.ipynb
2.1 kB
29 - Python - Iterations/004 Use-Conditional-Statements-and-Loops-Together-Lecture-Py3.ipynb
1.9 kB
29 - Python - Iterations/004 Use-Conditional-Statements-and-Loops-Together-Solution-Py3.ipynb
3.0 kB
29 - Python - Iterations/005 All-In-Exercise-Py3.ipynb
1.3 kB
29 - Python - Iterations/005 All-In-Lecture-Py3.ipynb
1.6 kB
29 - Python - Iterations/005 All-In-Solution-Py3.ipynb
1.9 kB
29 - Python - Iterations/005 Conditional Statements, Functions, and Loops.mp4
4.3 MB
29 - Python - Iterations/005 Conditional Statements, Functions, and Loops_en.srt
3.0 kB
29 - Python - Iterations/006 How to Iterate over Dictionaries.mp4
16 MB
29 - Python - Iterations/006 How to Iterate over Dictionaries_en.srt
9.4 kB
29 - Python - Iterations/006 Iterating-over-Dictionaries-Exercise-Py3.ipynb
2.2 kB
29 - Python - Iterations/006 Iterating-over-Dictionaries-Lecture-Py3.ipynb
1.1 kB
29 - Python - Iterations/006 Iterating-over-Dictionaries-Solution-Py3.ipynb
2.9 kB
30 - Python - Advanced Python Tools/0. Websites you may like/[CourseClub.Me].url
122 B
30 - Python - Advanced Python Tools/0. Websites you may like/[FreeCourseSite.com].url
127 B
30 - Python - Advanced Python Tools/0. Websites you may like/[GigaCourse.Com].url
49 B
30 - Python - Advanced Python Tools/001 Object Oriented Programming.mp4
8.7 MB
30 - Python - Advanced Python Tools/001 Object Oriented Programming_en.srt
8.4 kB
30 - Python - Advanced Python Tools/002 Modules and Packages.mp4
2.1 MB
30 - Python - Advanced Python Tools/002 Modules and Packages_en.srt
1.7 kB
30 - Python - Advanced Python Tools/003 What is the Standard Library.mp4
5.0 MB
30 - Python - Advanced Python Tools/003 What is the Standard Library_en.srt
4.6 kB
30 - Python - Advanced Python Tools/004 Importing Modules in Python.mp4
8.5 MB
30 - Python - Advanced Python Tools/004 Importing Modules in Python_en.srt
5.9 kB
31 - Part 5 Advanced Statistical Methods in Python/001 Course-notes-regression-analysis.pdf
312 kB
31 - Part 5 Advanced Statistical Methods in Python/001 Introduction to Regression Analysis.mp4
3.6 MB
31 - Part 5 Advanced Statistical Methods in Python/001 Introduction to Regression Analysis_en.srt
2.8 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/001 Course-notes-regression-analysis.pdf
312 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/001 The Linear Regression Model.mp4
14 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/001 The Linear Regression Model_en.srt
10 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/002 Correlation vs Regression.mp4
3.8 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/002 Correlation vs Regression_en.srt
2.6 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/003 Geometrical Representation of the Linear Regression Model_en.srt
2.1 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/004 Python Packages Installation.mp4
24 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/004 Python Packages Installation_en.srt
6.7 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/005 1.01.Simple-linear-regression.csv
922 B
32 - Advanced Statistical Methods - Linear Regression with StatsModels/005 First Regression in Python.mp4
30 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/005 First Regression in Python_en.srt
10 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/005 Simple-linear-regression-with-comments.ipynb
4.1 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/005 Simple-linear-regression.ipynb
3.8 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/006 First Regression in Python Exercise.html
1.3 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/006 Simple-Linear-Regression-Exercise-Solution.ipynb
3.6 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/006 Simple-Linear-Regression-Exercise.ipynb
2.8 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/006 real-estate-price-size.csv
1.9 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/007 Using Seaborn for Graphs.mp4
7.4 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/007 Using Seaborn for Graphs_en.srt
1.9 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/008 How to Interpret the Regression Table.mp4
29 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/008 How to Interpret the Regression Table_en.srt
7.6 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/009 Decomposition of Variability.mp4
8.8 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/009 Decomposition of Variability_en.srt
5.4 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/010 What is the OLS.mp4
22 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/010 What is the OLS_en.srt
4.6 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/011 R-Squared.mp4
11 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/011 R-Squared_en.srt
8.1 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/temp/index_13060600.mpd
59 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/001 Multiple Linear Regression.mp4
5.7 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/001 Multiple Linear Regression_en.srt
4.1 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/002 1.02.Multiple-linear-regression.csv
1.1 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/002 Adjusted R-Squared.mp4
34 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/002 Adjusted R-Squared_en.srt
9.0 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/002 Multiple-linear-regression-and-Adjusted-R-squared-with-comments.ipynb
2.8 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/002 Multiple-linear-regression-and-Adjusted-R-squared.ipynb
2.1 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/003 Multiple Linear Regression Exercise.html
76 B
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/003 Multiple-Linear-Regression-Exercise-Solution.ipynb
13 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/003 Multiple-Linear-Regression-Exercise.ipynb
2.5 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/003 real-estate-price-size-year.csv
2.4 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/004 Test for Significance of the Model (F-Test).mp4
7.2 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/004 Test for Significance of the Model (F-Test)_en.srt
2.9 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/005 OLS Assumptions.mp4
5.3 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/005 OLS Assumptions_en.srt
3.6 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/006 A1 Linearity.mp4
3.6 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/006 A1 Linearity_en.srt
3.0 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/007 A2 No Endogeneity.mp4
9.2 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/007 A2 No Endogeneity_en.srt
6.7 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/008 A3 Normality and Homoscedasticity.mp4
27 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/008 A3 Normality and Homoscedasticity_en.srt
8.5 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/009 A4 No Autocorrelation.mp4
7.9 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/009 A4 No Autocorrelation_en.srt
6.0 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/010 A5 No Multicollinearity.mp4
7.6 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/010 A5 No Multicollinearity_en.srt
5.5 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/011 1.03.Dummies.csv
1.2 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/011 Dealing with Categorical Data - Dummy Variables_en.srt
12 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/011 Dummy-Variables.ipynb
4.6 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/011 Dummy-variables-with-comments.ipynb
7.1 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/012 Dealing with Categorical Data - Dummy Variables.html
76 B
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/012 Multiple-Linear-Regression-with-Dummies-Exercise-Solution.ipynb
18 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/012 Multiple-Linear-Regression-with-Dummies-Exercise.ipynb
3.0 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/012 real-estate-price-size-year-view.csv
3.4 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making Predictions with the Linear Regression.encrypted.m4a.part
0 B
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making Predictions with the Linear Regression.encrypted.m4a.part.frag.urls
36 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making Predictions with the Linear Regression.encrypted.mp4.part
0 B
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making Predictions with the Linear Regression.encrypted.mp4.part.frag.urls
36 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making Predictions with the Linear Regression_en.srt
5.3 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making-predictions-with-comments.ipynb
9.4 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making-predictions.ipynb
5.8 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/temp/index_13060526.mpd
55 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/temp/index_17572166.mpd
38 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/001 What is sklearn and How is it Different from Other Packages.encrypted.m4a.part
0 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/001 What is sklearn and How is it Different from Other Packages.encrypted.m4a.part.frag.urls
24 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/001 What is sklearn and How is it Different from Other Packages.encrypted.mp4.part
0 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/001 What is sklearn and How is it Different from Other Packages.encrypted.mp4.part.frag.urls
24 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/001 What is sklearn and How is it Different from Other Packages_en.srt
4.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/002 How are we Going to Approach this Section.mp4
5.3 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/002 How are we Going to Approach this Section_en.srt
3.6 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/003 1.01.Simple-linear-regression.csv
922 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/003 Simple Linear Regression with sklearn.mp4
32 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/003 Simple Linear Regression with sklearn_en.srt
9.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/003 sklearn-Simple-Linear-Regression-with-comments.ipynb
6.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/003 sklearn-Simple-Linear-Regression.ipynb
4.9 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/004 1.01.Simple-linear-regression.csv
922 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/004 Simple Linear Regression with sklearn - A StatsModels-like Summary Table.mp4
29 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/004 Simple Linear Regression with sklearn - A StatsModels-like Summary Table_en.srt
8.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/004 sklearn-Simple-Linear-Regression-with-comments.ipynb
28 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/004 sklearn-Simple-Linear-Regression.ipynb
26 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/005 A Note on Normalization.html
729 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/006 Simple Linear Regression with sklearn - Exercise.html
76 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/006 Simple-Linear-Regression-with-sklearn-Exercise-Solution.ipynb
27 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/006 Simple-Linear-Regression-with-sklearn-Exercise.ipynb
4.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/006 real-estate-price-size.csv
1.9 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/007 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/007 Multiple Linear Regression with sklearn.mp4
11 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/007 Multiple Linear Regression with sklearn_en.srt
5.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/007 sklearn-Multiple-Linear-Regression-with-comments.ipynb
8.7 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/007 sklearn-Multiple-Linear-Regression.ipynb
7.8 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/008 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/008 Calculating the Adjusted R-Squared in sklearn.mp4
22 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/008 Calculating the Adjusted R-Squared in sklearn_en.srt
8.0 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/008 sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared-with-comments.ipynb
10 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/008 sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared.ipynb
9.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/009 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/009 Calculating the Adjusted R-Squared in sklearn - Exercise.html
76 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/009 sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared-Exercise-Solution.ipynb
10 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/009 sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared-Exercise.ipynb
9.8 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/010 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/010 Feature Selection (F-regression).mp4
20 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/010 Feature Selection (F-regression)_en.srt
8.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/010 sklearn-Feature-Selection-with-F-regression-with-comments.ipynb
13 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/010 sklearn-Feature-Selection-with-F-regression.ipynb
10 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/011 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/011 A Note on Calculation of P-values with sklearn.html
370 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/011 sklearn-How-to-properly-include-p-values.ipynb
13 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/012 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/012 Creating a Summary Table with P-values.mp4
6.4 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/012 Creating a Summary Table with P-values_en.srt
3.7 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/012 sklearn-Multiple-Linear-Regression-Summary-Table-with-comments.ipynb
17 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/012 sklearn-Multiple-Linear-Regression-Summary-Table.ipynb
14 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/013 Multiple Linear Regression - Exercise.html
76 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/013 real-estate-price-size-year.csv
2.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/013 sklearn-Multiple-Linear-Regression-Exercise-Solution.ipynb
15 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/013 sklearn-Multiple-Linear-Regression-Exercise.ipynb
5.7 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/014 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/014 Feature Scaling (Standardization).mp4
20 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/014 Feature Scaling (Standardization)_en.srt
11 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/014 SKLEAR-1.IPY
13 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/014 sklearn-Feature-Selection-through-Feature-Scaling-Standardization-Part-1.ipynb
12 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/015 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/015 Feature Selection through Standardization of Weights.mp4
24 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/015 Feature Selection through Standardization of Weights_en.srt
9.2 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/015 SKLEAR-1.IPY
17 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/015 sklearn-Feature-Selection-through-Feature-Scaling-Standardization-Part-2.ipynb
15 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/016 1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/016 Predicting with the Standardized Coefficients.mp4
20 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/016 Predicting with the Standardized Coefficients_en.srt
6.6 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/016 sklearn-Making-Predictions-with-the-Standardized-Coefficients-with-comments.ipynb
22 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/016 sklearn-Making-Predictions-with-the-Standardized-Coefficients.ipynb
30 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/017 Feature Scaling (Standardization) - Exercise.html
76 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/017 real-estate-price-size-year.csv
2.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/017 sklearn-Feature-Scaling-Exercise-Solution.ipynb
16 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/017 sklearn-Feature-Scaling-Exercise.ipynb
6.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/018 Underfitting and Overfitting.mp4
5.8 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/018 Underfitting and Overfitting_en.srt
4.5 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/019 Train - Test Split Explained.mp4
36 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/019 Train - Test Split Explained_en.srt
12 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/019 sklearn-Train-Test-Split-with-comments.ipynb
9.0 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/019 sklearn-Train-Test-Split.ipynb
7.2 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/temp/index_17596538.mpd
31 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 Practical Example Linear Regression (Part 1).mp4
85 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 Practical Example Linear Regression (Part 1)_en.srt
18 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 sklearn-Linear-Regression-Practical-Example-Part-1-with-comments.ipynb
171 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 sklearn-Linear-Regression-Practical-Example-Part-1.ipynb
167 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/002 1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/002 Practical Example Linear Regression (Part 2).mp4
32 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/002 Practical Example Linear Regression (Part 2)_en.srt
10 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/002 sklearn-Linear-Regression-Practical-Example-Part-2-with-comments.ipynb
336 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/002 sklearn-Linear-Regression-Practical-Example-Part-2.ipynb
329 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/003 A Note on Multicollinearity.html
849 B
35 - Advanced Statistical Methods - Practical Example Linear Regression/004 Practical Example Linear Regression (Part 3).mp4
17 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/004 Practical Example Linear Regression (Part 3)_en.srt
5.4 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/004 sklearn-Linear-Regression-Practical-Example-Part-3-.url
97 B
35 - Advanced Statistical Methods - Practical Example Linear Regression/004 sklearn-Linear-Regression-Practical-Example-Part-3-with-comments.ipynb
352 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/004 sklearn-Linear-Regression-Practical-Example-Part-3.ipynb
344 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/005 1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/005 Dummies and Variance Inflation Factor - Exercise.html
76 B
35 - Advanced Statistical Methods - Practical Example Linear Regression/005 sklearn-Dummies-and-VIF-Exercise-Solution.ipynb
370 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/005 sklearn-Dummies-and-VIF-Exercise.ipynb
345 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/006 1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/006 Practical Example Linear Regression (Part 4).mp4
39 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/006 Practical Example Linear Regression (Part 4)_en.srt
14 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/006 sklearn-Linear-Regression-Practical-Example-Part-4-with-comments.ipynb
408 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/006 sklearn-Linear-Regression-Practical-Example-Part-4.ipynb
397 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/007 Dummy Variables - Exercise.html
705 B
35 - Advanced Statistical Methods - Practical Example Linear Regression/008 1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/008 Practical Example Linear Regression (Part 5).mp4
50 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/008 Practical Example Linear Regression (Part 5)_en.srt
13 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/008 sklearn-Linear-Regression-Practical-Example-Part-5-with-comments.ipynb
711 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/008 sklearn-Linear-Regression-Practical-Example-Part-5.ipynb
698 kB
35 - Advanced Statistical Methods - Practical Example Linear Regression/009 Linear Regression - Exercise.html
497 B
35 - Advanced Statistical Methods - Practical Example Linear Regression/external-links.txt
134 B
36 - Advanced Statistical Methods - Logistic Regression/001 Course-Notes-Logistic-Regression.pdf
335 kB
36 - Advanced Statistical Methods - Logistic Regression/001 Introduction to Logistic Regression.mp4
5.9 MB
36 - Advanced Statistical Methods - Logistic Regression/001 Introduction to Logistic Regression_en.srt
2.2 kB
36 - Advanced Statistical Methods - Logistic Regression/002 2.01.Admittance.csv
1.6 kB
36 - Advanced Statistical Methods - Logistic Regression/002 A Simple Example in Python.mp4
22 MB
36 - Advanced Statistical Methods - Logistic Regression/002 A Simple Example in Python_en.srt
7.1 kB
36 - Advanced Statistical Methods - Logistic Regression/002 Admittance-with-comments.ipynb
5.3 kB
36 - Advanced Statistical Methods - Logistic Regression/002 Admittance.ipynb
3.5 kB
36 - Advanced Statistical Methods - Logistic Regression/002 Course-Notes-Logistic-Regression.pdf
335 kB
36 - Advanced Statistical Methods - Logistic Regression/003 Logistic vs Logit Function.mp4
24 MB
36 - Advanced Statistical Methods - Logistic Regression/003 Logistic vs Logit Function_en.srt
6.1 kB
36 - Advanced Statistical Methods - Logistic Regression/004 Admittance-regression-summary-error.ipynb
2.5 kB
36 - Advanced Statistical Methods - Logistic Regression/004 Admittance-regression-tables-fixed-error.ipynb
4.1 kB
36 - Advanced Statistical Methods - Logistic Regression/004 Admittance-regression.ipynb
2.1 kB
36 - Advanced Statistical Methods - Logistic Regression/004 Building a Logistic Regression.mp4
8.6 MB
36 - Advanced Statistical Methods - Logistic Regression/004 Building a Logistic Regression_en.srt
4.2 kB
36 - Advanced Statistical Methods - Logistic Regression/005 Building a Logistic Regression - Exercise.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/005 Building-a-Logistic-Regression-Exercise.ipynb
2.9 kB
36 - Advanced Statistical Methods - Logistic Regression/005 Building-a-Logistic-Regression-Solution.ipynb
4.4 kB
36 - Advanced Statistical Methods - Logistic Regression/005 Example-bank-data.csv
6.2 kB
36 - Advanced Statistical Methods - Logistic Regression/006 An Invaluable Coding Tip.mp4
19 MB
36 - Advanced Statistical Methods - Logistic Regression/006 An Invaluable Coding Tip_en.srt
3.8 kB
36 - Advanced Statistical Methods - Logistic Regression/007 Understanding Logistic Regression Tables.mp4
15 MB
36 - Advanced Statistical Methods - Logistic Regression/007 Understanding Logistic Regression Tables_en.srt
6.7 kB
36 - Advanced Statistical Methods - Logistic Regression/008 Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/008 Understanding Logistic Regression Tables - Exercise.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/008 Understanding-Logistic-Regression-Tables-Exercise.ipynb
3.2 kB
36 - Advanced Statistical Methods - Logistic Regression/008 Understanding-Logistic-Regression-Tables-Solution.ipynb
4.8 kB
36 - Advanced Statistical Methods - Logistic Regression/009 What do the Odds Actually Mean.mp4
11 MB
36 - Advanced Statistical Methods - Logistic Regression/009 What do the Odds Actually Mean_en.srt
5.3 kB
36 - Advanced Statistical Methods - Logistic Regression/010 2.02.Binary-predictors.csv
2.6 kB
36 - Advanced Statistical Methods - Logistic Regression/010 Binary Predictors in a Logistic Regression.mp4
25 MB
36 - Advanced Statistical Methods - Logistic Regression/010 Binary Predictors in a Logistic Regression_en.srt
6.3 kB
36 - Advanced Statistical Methods - Logistic Regression/010 Binary-predictors.ipynb
2.4 kB
36 - Advanced Statistical Methods - Logistic Regression/011 Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/011 Binary Predictors in a Logistic Regression - Exercise.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/011 Binary-Predictors-in-a-Logistic-Regression-Exercise.ipynb
2.5 kB
36 - Advanced Statistical Methods - Logistic Regression/011 Binary-Predictors-in-a-Logistic-Regression-Solution.ipynb
4.5 kB
36 - Advanced Statistical Methods - Logistic Regression/012 Accuracy-with-comments.ipynb
12 kB
36 - Advanced Statistical Methods - Logistic Regression/012 Accuracy.ipynb
3.6 kB
36 - Advanced Statistical Methods - Logistic Regression/012 Calculating the Accuracy of the Model.mp4
20 MB
36 - Advanced Statistical Methods - Logistic Regression/012 Calculating the Accuracy of the Model_en.srt
5.1 kB
36 - Advanced Statistical Methods - Logistic Regression/013 Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/013 Calculating the Accuracy of the Model.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/013 Calculating-the-Accuracy-of-the-Model-Exercise.ipynb
5.4 kB
36 - Advanced Statistical Methods - Logistic Regression/013 Calculating-the-Accuracy-of-the-Model-Solution.ipynb
81 kB
36 - Advanced Statistical Methods - Logistic Regression/014 Underfitting and Overfitting.mp4
7.5 MB
36 - Advanced Statistical Methods - Logistic Regression/014 Underfitting and Overfitting_en.srt
6.2 kB
36 - Advanced Statistical Methods - Logistic Regression/015 2.03.Test-dataset.csv
322 B
36 - Advanced Statistical Methods - Logistic Regression/015 Testing the Model.mp4
22 MB
36 - Advanced Statistical Methods - Logistic Regression/015 Testing the Model_en.srt
7.8 kB
36 - Advanced Statistical Methods - Logistic Regression/015 Testing-the-model-with-comments.ipynb
7.6 kB
36 - Advanced Statistical Methods - Logistic Regression/015 Testing-the-model.ipynb
5.8 kB
36 - Advanced Statistical Methods - Logistic Regression/016 Bank-data-testing.csv
8.3 kB
36 - Advanced Statistical Methods - Logistic Regression/016 Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/016 Testing the Model - Exercise.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/016 Testing-the-Model-Exercise.ipynb
6.8 kB
36 - Advanced Statistical Methods - Logistic Regression/016 Testing-the-Model-Solution.ipynb
111 kB
37 - Advanced Statistical Methods - Cluster Analysis/001 Course-Notes-Cluster-Analysis.pdf
209 kB
37 - Advanced Statistical Methods - Cluster Analysis/001 Introduction to Cluster Analysis.mp4
14 MB
37 - Advanced Statistical Methods - Cluster Analysis/001 Introduction to Cluster Analysis_en.srt
5.9 kB
37 - Advanced Statistical Methods - Cluster Analysis/002 Course-Notes-Cluster-Analysis.pdf
209 kB
37 - Advanced Statistical Methods - Cluster Analysis/002 Some Examples of Clusters.mp4
36 MB
37 - Advanced Statistical Methods - Cluster Analysis/002 Some Examples of Clusters_en.srt
7.5 kB
37 - Advanced Statistical Methods - Cluster Analysis/003 Difference between Classification and Clustering.mp4
9.7 MB
37 - Advanced Statistical Methods - Cluster Analysis/003 Difference between Classification and Clustering_en.srt
4.4 kB
37 - Advanced Statistical Methods - Cluster Analysis/004 Math Prerequisites.mp4
5.3 MB
37 - Advanced Statistical Methods - Cluster Analysis/004 Math Prerequisites_en.srt
5.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/001 K-Means Clustering.mp4
11 MB
38 - Advanced Statistical Methods - K-Means Clustering/001 K-Means Clustering_en.srt
7.9 kB
38 - Advanced Statistical Methods - K-Means Clustering/002 3.01.Country-clusters.csv
200 B
38 - Advanced Statistical Methods - K-Means Clustering/002 A Simple Example of Clustering.mp4
34 MB
38 - Advanced Statistical Methods - K-Means Clustering/002 A Simple Example of Clustering_en.srt
12 kB
38 - Advanced Statistical Methods - K-Means Clustering/002 Country-clusters-with-comments.ipynb
5.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/002 Country-clusters.ipynb
3.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/003 A Simple Example of Clustering - Exercise.html
87 B
38 - Advanced Statistical Methods - K-Means Clustering/003 A-Simple-Example-of-Clustering-Exercise.ipynb
3.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/003 A-Simple-Example-of-Clustering-Solution.ipynb
4.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/003 Countries-exercise.csv
8.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/004 Categorical-data-with-comments.ipynb
5.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/004 Categorical-data.ipynb
3.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/004 Clustering Categorical Data.mp4
10 MB
38 - Advanced Statistical Methods - K-Means Clustering/004 Clustering Categorical Data_en.srt
4.0 kB
38 - Advanced Statistical Methods - K-Means Clustering/005 Categorical.csv
10 kB
38 - Advanced Statistical Methods - K-Means Clustering/005 Clustering Categorical Data - Exercise.html
87 B
38 - Advanced Statistical Methods - K-Means Clustering/005 Clustering-Categorical-Data-Exercise.ipynb
3.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/005 Clustering-Categorical-Data-Solution.ipynb
4.9 kB
38 - Advanced Statistical Methods - K-Means Clustering/006 How to Choose the Number of Clusters.mp4
27 MB
38 - Advanced Statistical Methods - K-Means Clustering/006 How to Choose the Number of Clusters_en.srt
9.1 kB
38 - Advanced Statistical Methods - K-Means Clustering/006 Selecting-the-number-of-clusters-with-comments.ipynb
7.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/006 Selecting-the-number-of-clusters.ipynb
4.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/007 Countries-exercise.csv
8.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/007 How to Choose the Number of Clusters - Exercise.html
87 B
38 - Advanced Statistical Methods - K-Means Clustering/007 How-to-Choose-the-Number-of-Clusters-Exercise.ipynb
5.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/007 How-to-Choose-the-Number-of-Clusters-Solution.ipynb
8.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/008 Pros and Cons of K-Means Clustering.mp4
11 MB
38 - Advanced Statistical Methods - K-Means Clustering/008 Pros and Cons of K-Means Clustering_en.srt
5.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/009 To Standardize or not to Standardize.mp4
11 MB
38 - Advanced Statistical Methods - K-Means Clustering/009 To Standardize or not to Standardize_en.srt
7.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/010 Relationship between Clustering and Regression.mp4
3.5 MB
38 - Advanced Statistical Methods - K-Means Clustering/010 Relationship between Clustering and Regression_en.srt
2.7 kB
38 - Advanced Statistical Methods - K-Means Clustering/011 3.12.Example.csv
283 B
38 - Advanced Statistical Methods - K-Means Clustering/011 Market Segmentation with Cluster Analysis (Part 1).mp4
28 MB
38 - Advanced Statistical Methods - K-Means Clustering/011 Market Segmentation with Cluster Analysis (Part 1)_en.srt
9.1 kB
38 - Advanced Statistical Methods - K-Means Clustering/011 Market-segmentation-example-with-comments.ipynb
5.9 kB
38 - Advanced Statistical Methods - K-Means Clustering/011 Market-segmentation-example.ipynb
3.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/012 Market Segmentation with Cluster Analysis (Part 2).mp4
34 MB
38 - Advanced Statistical Methods - K-Means Clustering/012 Market Segmentation with Cluster Analysis (Part 2)_en.srt
11 kB
38 - Advanced Statistical Methods - K-Means Clustering/012 Market-segmentation-example-Part2-with-comments.ipynb
6.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/012 Market-segmentation-example-Part2.ipynb
4.7 kB
38 - Advanced Statistical Methods - K-Means Clustering/013 How is Clustering Useful.mp4
38 MB
38 - Advanced Statistical Methods - K-Means Clustering/013 How is Clustering Useful_en.srt
8.1 kB
38 - Advanced Statistical Methods - K-Means Clustering/014 EXERCISE Species Segmentation with Cluster Analysis (Part 1).html
87 B
38 - Advanced Statistical Methods - K-Means Clustering/014 Species-Segmentation-with-Cluster-Analysis-Part-1-Exercise.ipynb
4.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/014 Species-Segmentation-with-Cluster-Analysis-Part-1-Solution.ipynb
7.4 kB
38 - Advanced Statistical Methods - K-Means Clustering/014 iris-dataset.csv
2.4 kB
38 - Advanced Statistical Methods - K-Means Clustering/015 EXERCISE Species Segmentation with Cluster Analysis (Part 2).html
87 B
38 - Advanced Statistical Methods - K-Means Clustering/015 Species-Segmentation-with-Cluster-Analysis-Part-2-Exercise.ipynb
11 kB
38 - Advanced Statistical Methods - K-Means Clustering/015 Species-Segmentation-with-Cluster-Analysis-Part-2-Solution.ipynb
15 kB
38 - Advanced Statistical Methods - K-Means Clustering/015 iris-dataset.csv
2.4 kB
38 - Advanced Statistical Methods - K-Means Clustering/015 iris-with-answers.csv
3.6 kB
39 - Advanced Statistical Methods - Other Types of Clustering/001 Types of Clustering.mp4
9.0 MB
39 - Advanced Statistical Methods - Other Types of Clustering/001 Types of Clustering_en.srt
6.1 kB
39 - Advanced Statistical Methods - Other Types of Clustering/002 Dendrogram.mp4
18 MB
39 - Advanced Statistical Methods - Other Types of Clustering/002 Dendrogram_en.srt
9.1 kB
39 - Advanced Statistical Methods - Other Types of Clustering/003 Country-clusters-standardized.csv
244 B
39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps-with-comments.ipynb
18 kB
39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps.ipynb
1.8 kB
39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps.mp4
26 MB
39 - Advanced Statistical Methods - Other Types of Clustering/003 Heatmaps_en.srt
7.4 kB
40 - Part 6 Mathematics/001 What is a Matrix.mp4
12 MB
40 - Part 6 Mathematics/001 What is a Matrix_en.srt
5.5 kB
40 - Part 6 Mathematics/002 Scalars and Vectors.mp4
8.5 MB
40 - Part 6 Mathematics/002 Scalars and Vectors_en.srt
4.8 kB
40 - Part 6 Mathematics/003 Linear Algebra and Geometry.mp4
14 MB
40 - Part 6 Mathematics/003 Linear Algebra and Geometry_en.srt
4.9 kB
40 - Part 6 Mathematics/004 Arrays in Python - A Convenient Way To Represent Matrices.mp4
19 MB
40 - Part 6 Mathematics/004 Arrays in Python - A Convenient Way To Represent Matrices_en.srt
7.4 kB
40 - Part 6 Mathematics/004 Scalars-Vectors-and-Matrices.ipynb
4.5 kB
40 - Part 6 Mathematics/005 Tensors.ipynb
2.1 kB
40 - Part 6 Mathematics/005 What is a Tensor.mp4
16 MB
40 - Part 6 Mathematics/005 What is a Tensor_en.srt
4.6 kB
40 - Part 6 Mathematics/006 Adding-and-subtracting-matrices.ipynb
3.2 kB
40 - Part 6 Mathematics/006 Addition and Subtraction of Matrices.mp4
22 MB
40 - Part 6 Mathematics/006 Addition and Subtraction of Matrices_en.srt
5.1 kB
40 - Part 6 Mathematics/007 Errors when Adding Matrices.mp4
5.8 MB
40 - Part 6 Mathematics/007 Errors when Adding Matrices_en.srt
3.2 kB
40 - Part 6 Mathematics/007 Errors-when-adding-scalars-vectors-and-matrices-in-Python.ipynb
3.2 kB
40 - Part 6 Mathematics/008 Tranpose-of-a-matrix.ipynb
2.9 kB
40 - Part 6 Mathematics/008 Transpose of a Matrix.mp4
20 MB
40 - Part 6 Mathematics/008 Transpose of a Matrix_en.srt
6.7 kB
40 - Part 6 Mathematics/009 Dot Product.mp4
13 MB
40 - Part 6 Mathematics/009 Dot Product_en.srt
5.2 kB
40 - Part 6 Mathematics/009 Dot-product.ipynb
2.1 kB
40 - Part 6 Mathematics/010 Dot Product of Matrices.mp4
34 MB
40 - Part 6 Mathematics/010 Dot Product of Matrices_en.srt
11 kB
40 - Part 6 Mathematics/010 Dot-product-Part-2.ipynb
3.6 kB
40 - Part 6 Mathematics/011 Why is Linear Algebra Useful.mp4
88 MB
40 - Part 6 Mathematics/011 Why is Linear Algebra Useful_en.srt
14 kB
41 - Part 7 Deep Learning/001 What to Expect from this Part.mp4
12 MB
41 - Part 7 Deep Learning/001 What to Expect from this Part_en.srt
5.8 kB
42 - Deep Learning - Introduction to Neural Networks/001 Course-Notes-Section-2.pdf
578 kB
42 - Deep Learning - Introduction to Neural Networks/001 Introduction to Neural Networks.mp4
10 MB
42 - Deep Learning - Introduction to Neural Networks/001 Introduction to Neural Networks_en.srt
7.5 kB
42 - Deep Learning - Introduction to Neural Networks/002 Course-Notes-Section-2.pdf
578 kB
42 - Deep Learning - Introduction to Neural Networks/002 Training the Model.mp4
7.7 MB
42 - Deep Learning - Introduction to Neural Networks/002 Training the Model_en.srt
5.7 kB
42 - Deep Learning - Introduction to Neural Networks/003 Types of Machine Learning.mp4
13 MB
42 - Deep Learning - Introduction to Neural Networks/003 Types of Machine Learning_en.srt
6.5 kB
42 - Deep Learning - Introduction to Neural Networks/004 The Linear Model (Linear Algebraic Version).mp4
8.0 MB
42 - Deep Learning - Introduction to Neural Networks/004 The Linear Model (Linear Algebraic Version)_en.srt
4.4 kB
42 - Deep Learning - Introduction to Neural Networks/005 The Linear Model with Multiple Inputs.mp4
7.9 MB
42 - Deep Learning - Introduction to Neural Networks/005 The Linear Model with Multiple Inputs_en.srt
3.3 kB
42 - Deep Learning - Introduction to Neural Networks/006 The Linear model with Multiple Inputs and Multiple Outputs.mp4
17 MB
42 - Deep Learning - Introduction to Neural Networks/006 The Linear model with Multiple Inputs and Multiple Outputs_en.srt
5.8 kB
42 - Deep Learning - Introduction to Neural Networks/007 Graphical Representation of Simple Neural Networks.mp4
7.8 MB
42 - Deep Learning - Introduction to Neural Networks/007 Graphical Representation of Simple Neural Networks_en.srt
3.2 kB
42 - Deep Learning - Introduction to Neural Networks/008 What is the Objective Function.mp4
6.2 MB
42 - Deep Learning - Introduction to Neural Networks/008 What is the Objective Function_en.srt
2.7 kB
42 - Deep Learning - Introduction to Neural Networks/009 Common Objective Functions L2-norm Loss.mp4
5.5 MB
42 - Deep Learning - Introduction to Neural Networks/009 Common Objective Functions L2-norm Loss_en.srt
3.5 kB
42 - Deep Learning - Introduction to Neural Networks/010 Common Objective Functions Cross-Entropy Loss.mp4
9.8 MB
42 - Deep Learning - Introduction to Neural Networks/010 Common Objective Functions Cross-Entropy Loss_en.srt
6.5 kB
42 - Deep Learning - Introduction to Neural Networks/011 GD-function-example.xlsx
42 kB
42 - Deep Learning - Introduction to Neural Networks/011 Optimization Algorithm 1-Parameter Gradient Descent.mp4
24 MB
42 - Deep Learning - Introduction to Neural Networks/011 Optimization Algorithm 1-Parameter Gradient Descent_en.srt
11 kB
42 - Deep Learning - Introduction to Neural Networks/012 Optimization Algorithm n-Parameter Gradient Descent.mp4
17 MB
42 - Deep Learning - Introduction to Neural Networks/012 Optimization Algorithm n-Parameter Gradient Descent_en.srt
9.3 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Basic NN Example (Part 1).mp4
9.3 MB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Basic NN Example (Part 1)_en.srt
5.4 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Minimal-example-Part-1.ipynb
1.2 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Shortcuts-for-Jupyter.pdf
619 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/002 Basic NN Example (Part 2).mp4
15 MB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/002 Basic NN Example (Part 2)_en.srt
8.0 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/002 Minimal-example-Part-2.ipynb
3.7 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/003 Basic NN Example (Part 3).mp4
16 MB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/003 Basic NN Example (Part 3)_en.srt
5.3 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/003 Minimal-example-Part-3.ipynb
6.8 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/004 Basic NN Example (Part 4).mp4
40 MB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/004 Basic NN Example (Part 4)_en.srt
13 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/004 Minimal-example-Part-4-Complete.ipynb
11 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Basic NN Example Exercises.html
1.6 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-All-Exercises.ipynb
13 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-1-Solution.ipynb
69 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-2-Solution.ipynb
61 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-3.a.Solution.ipynb
68 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-3.b.Solution.ipynb
68 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-3.c.Solution.ipynb
70 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-3.d.Solution.ipynb
84 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-4-Solution.ipynb
66 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-5-Solution.ipynb
69 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-6-Solution.ipynb
62 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/005 Minimal-example-Exercise-6.ipynb
62 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/001 How to Install TensorFlow 2.0.mp4
27 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/001 How to Install TensorFlow 2.0_en.srt
7.9 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/001 Shortcuts-for-Jupyter.pdf
619 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/002 TensorFlow Outline and Comparison with Other Libraries.mp4
15 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/002 TensorFlow Outline and Comparison with Other Libraries_en.srt
6.6 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/003 TensorFlow 1 vs TensorFlow 2.mp4
15 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/003 TensorFlow 1 vs TensorFlow 2_en.srt
4.8 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/004 A Note on TensorFlow 2 Syntax.mp4
4.6 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/004 A Note on TensorFlow 2 Syntax_en.srt
1.7 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/005 TensorFlow-Minimal-example-Part1.ipynb
1.7 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/005 Types of File Formats Supporting TensorFlow.mp4
8.9 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/005 Types of File Formats Supporting TensorFlow_en.srt
4.1 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/006 Outlining the Model with TensorFlow 2.mp4
27 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/006 Outlining the Model with TensorFlow 2_en.srt
10 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/006 TensorFlow-Minimal-example-Part2.ipynb
9.1 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/007 Interpreting the Result and Extracting the Weights and Bias.mp4
26 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/007 Interpreting the Result and Extracting the Weights and Bias_en.srt
8.2 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/007 TensorFlow-Minimal-example-Part3.ipynb
76 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/008 Customizing a TensorFlow 2 Model.mp4
17 MB
44 - Deep Learning - TensorFlow 2.0 Introduction/008 Customizing a TensorFlow 2 Model_en.srt
5.2 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/008 TensorFlow-Minimal-example-complete-with-comments.ipynb
82 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/008 TensorFlow-Minimal-example-complete.ipynb
77 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/009 Basic NN with TensorFlow Exercises.html
1.3 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/009 TensorFlow-Minimal-Example-Exercise-2-1-Solution.ipynb
84 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/009 TensorFlow-Minimal-Example-Exercise-2-2-Solution.ipynb
78 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/009 TensorFlow-Minimal-Example-Exercise-3-Solution.ipynb
84 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/009 TensorFlow-Minimal-example-All-exercises.ipynb
84 kB
44 - Deep Learning - TensorFlow 2.0 Introduction/009 TensorFlow-Minimal-example-Exercise-1-Solution.ipynb
28 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/001 Course-Notes-Section-6.pdf
936 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/001 What is a Layer.mp4
5.2 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/001 What is a Layer_en.srt
3.2 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/002 Course-Notes-Section-6.pdf
936 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/002 What is a Deep Net.mp4
9.1 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/002 What is a Deep Net_en.srt
3.9 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/003 Digging into a Deep Net.mp4
24 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/003 Digging into a Deep Net_en.srt
8.3 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/004 Non-Linearities and their Purpose.mp4
23 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/004 Non-Linearities and their Purpose_en.srt
5.2 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/005 Activation Functions.mp4
8.8 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/005 Activation Functions_en.srt
6.3 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/006 Activation Functions Softmax Activation.mp4
8.7 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/006 Activation Functions Softmax Activation_en.srt
5.4 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/007 Backpropagation.mp4
20 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/007 Backpropagation_en.srt
5.5 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/008 Backpropagation Picture.mp4
8.1 MB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/008 Backpropagation Picture_en.srt
4.5 kB
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/009 Backpropagation - A Peek into the Mathematics of Optimization.html
539 B
45 - Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/009 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf
182 kB
46 - Deep Learning - Overfitting/001 What is Overfitting.mp4
11 MB
46 - Deep Learning - Overfitting/001 What is Overfitting_en.srt
7.0 kB
46 - Deep Learning - Overfitting/002 Underfitting and Overfitting for Classification.mp4
14 MB
46 - Deep Learning - Overfitting/002 Underfitting and Overfitting for Classification_en.srt
3.4 kB
46 - Deep Learning - Overfitting/003 What is Validation.mp4
8.4 MB
46 - Deep Learning - Overfitting/003 What is Validation_en.srt
6.0 kB
46 - Deep Learning - Overfitting/004 Training, Validation, and Test Datasets.mp4
9.4 MB
46 - Deep Learning - Overfitting/004 Training, Validation, and Test Datasets_en.srt
4.1 kB
46 - Deep Learning - Overfitting/005 N-Fold Cross Validation.mp4
6.2 MB
46 - Deep Learning - Overfitting/005 N-Fold Cross Validation_en.srt
5.2 kB
46 - Deep Learning - Overfitting/006 Early Stopping or When to Stop Training.mp4
10 MB
46 - Deep Learning - Overfitting/006 Early Stopping or When to Stop Training_en.srt
8.3 kB
47 - Deep Learning - Initialization/001 What is Initialization.mp4
13 MB
47 - Deep Learning - Initialization/001 What is Initialization_en.srt
4.5 kB
47 - Deep Learning - Initialization/002 Types of Simple Initializations.mp4
5.7 MB
47 - Deep Learning - Initialization/002 Types of Simple Initializations_en.srt
4.5 kB
47 - Deep Learning - Initialization/003 State-of-the-Art Method - (Xavier) Glorot Initialization.mp4
5.5 MB
47 - Deep Learning - Initialization/003 State-of-the-Art Method - (Xavier) Glorot Initialization_en.srt
4.5 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/001 Stochastic Gradient Descent.mp4
9.7 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/001 Stochastic Gradient Descent_en.srt
5.8 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/002 Problems with Gradient Descent.mp4
3.7 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/002 Problems with Gradient Descent_en.srt
3.6 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/003 Momentum.mp4
5.2 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/003 Momentum_en.srt
4.3 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/004 Learning Rate Schedules, or How to Choose the Optimal Learning Rate_en.srt
7.6 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/005 Learning Rate Schedules Visualized.mp4
8.0 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/005 Learning Rate Schedules Visualized_en.srt
2.7 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/006 Adaptive Learning Rate Schedules (AdaGrad and RMSprop )_en.srt
6.7 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/007 Adam (Adaptive Moment Estimation).mp4
7.1 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/007 Adam (Adaptive Moment Estimation)_en.srt
4.1 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061100.mpd
39 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061110.mpd
36 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061118.m3u8
2.6 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061118_1024x576.m3u8
9.1 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061118_1280x720.m3u8
9.1 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061118_1920x1080.m3u8
9.1 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061118_640x360.m3u8
9.1 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/temp/index_13061118_768x432.m3u8
9.1 kB
49 - Deep Learning - Preprocessing/001 Preprocessing Introduction.mp4
9.2 MB
49 - Deep Learning - Preprocessing/001 Preprocessing Introduction_en.srt
4.9 kB
49 - Deep Learning - Preprocessing/002 Types of Basic Preprocessing.mp4
3.2 MB
49 - Deep Learning - Preprocessing/002 Types of Basic Preprocessing_en.srt
2.2 kB
49 - Deep Learning - Preprocessing/003 Standardization.mp4
12 MB
49 - Deep Learning - Preprocessing/003 Standardization_en.srt
7.4 kB
49 - Deep Learning - Preprocessing/004 Preprocessing Categorical Data.mp4
5.4 MB
49 - Deep Learning - Preprocessing/004 Preprocessing Categorical Data_en.srt
3.4 kB
49 - Deep Learning - Preprocessing/005 Binary and One-Hot Encoding.mp4
24 MB
49 - Deep Learning - Preprocessing/005 Binary and One-Hot Encoding_en.srt
6.5 kB
50 - Deep Learning - Classifying on the MNIST Dataset/001 MNIST The Dataset.mp4
4.5 MB
50 - Deep Learning - Classifying on the MNIST Dataset/001 MNIST The Dataset_en.srt
4.4 kB
50 - Deep Learning - Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST.mp4
7.9 MB
50 - Deep Learning - Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST_en.srt
4.3 kB
50 - Deep Learning - Classifying on the MNIST Dataset/003 MNIST Importing the Relevant Packages and Loading the Data.mp4
12 MB
50 - Deep Learning - Classifying on the MNIST Dataset/003 MNIST Importing the Relevant Packages and Loading the Data_en.srt
3.6 kB
50 - Deep Learning - Classifying on the MNIST Dataset/003 TensorFlow-MNIST-Part1-with-comments.ipynb
4.0 kB
50 - Deep Learning - Classifying on the MNIST Dataset/004 MNIST Preprocess the Data - Create a Validation Set and Scale It.mp4
23 MB
50 - Deep Learning - Classifying on the MNIST Dataset/004 MNIST Preprocess the Data - Create a Validation Set and Scale It_en.srt
7.8 kB
50 - Deep Learning - Classifying on the MNIST Dataset/005 MNIST Preprocess the Data - Scale the Test Data - Exercise.html
79 B
50 - Deep Learning - Classifying on the MNIST Dataset/005 TensorFlow-MNIST-Part2-with-comments.ipynb
6.4 kB
50 - Deep Learning - Classifying on the MNIST Dataset/006 MNIST Preprocess the Data - Shuffle and Batch.mp4
33 MB
50 - Deep Learning - Classifying on the MNIST Dataset/006 MNIST Preprocess the Data - Shuffle and Batch_en.srt
12 kB
50 - Deep Learning - Classifying on the MNIST Dataset/007 MNIST Preprocess the Data - Shuffle and Batch - Exercise.html
79 B
50 - Deep Learning - Classifying on the MNIST Dataset/007 TensorFlow-MNIST-Part3-with-comments.ipynb
8.6 kB
50 - Deep Learning - Classifying on the MNIST Dataset/008 MNIST Outline the Model.mp4
22 MB
50 - Deep Learning - Classifying on the MNIST Dataset/008 MNIST Outline the Model_en.srt
8.6 kB
50 - Deep Learning - Classifying on the MNIST Dataset/008 TensorFlow-MNIST-Part4-with-comments.ipynb
10 kB
50 - Deep Learning - Classifying on the MNIST Dataset/009 MNIST Select the Loss and the Optimizer.mp4
11 MB
50 - Deep Learning - Classifying on the MNIST Dataset/009 MNIST Select the Loss and the Optimizer_en.srt
3.6 kB
50 - Deep Learning - Classifying on the MNIST Dataset/009 TensorFlow-MNIST-Part5-with-comments.ipynb
11 kB
50 - Deep Learning - Classifying on the MNIST Dataset/010 MNIST Learning.mp4
31 MB
50 - Deep Learning - Classifying on the MNIST Dataset/010 MNIST Learning_en.srt
9.6 kB
50 - Deep Learning - Classifying on the MNIST Dataset/010 TensorFlow-MNIST-Part6-with-comments.ipynb
12 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 1.TensorFlow-MNIST-Width-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 2.TensorFlow-MNIST-Depth-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 3.TensorFlow-MNIST-Width-and-Depth-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 4.TensorFlow-MNIST-Activation-functions-Part-1-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 5.TensorFlow-MNIST-Activation-functions-Part-2-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 6.TensorFlow-MNIST-Batch-size-Part-1-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 7.TensorFlow-MNIST-Batch-size-Part-2-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 8.TensorFlow-MNIST-Learning-rate-Part-1-Solution.ipynb
21 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 9.TensorFlow-MNIST-Learning-rate-Part-2-Solution.ipynb
16 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 MNIST - Exercises.html
2.0 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 TensorFlow-MNIST-All-Exercises.ipynb
17 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 TensorFlow-MNIST-around-98-percent-accuracy.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/012 MNIST Testing the Model.mp4
23 MB
50 - Deep Learning - Classifying on the MNIST Dataset/012 MNIST Testing the Model_en.srt
7.1 kB
50 - Deep Learning - Classifying on the MNIST Dataset/012 TensorFlow-MNIST-complete-with-comments.ipynb
14 kB
50 - Deep Learning - Classifying on the MNIST Dataset/012 TensorFlow-MNIST-complete.ipynb
6.8 kB
51 - Deep Learning - Business Case Example/001 Audiobooks-data.csv
711 kB
51 - Deep Learning - Business Case Example/001 Business Case Exploring the Dataset and Identifying Predictors.mp4
51 MB
51 - Deep Learning - Business Case Example/001 Business Case Exploring the Dataset and Identifying Predictors_en.srt
13 kB
51 - Deep Learning - Business Case Example/002 Business Case Outlining the Solution.mp4
3.0 MB
51 - Deep Learning - Business Case Example/002 Business Case Outlining the Solution_en.srt
2.3 kB
51 - Deep Learning - Business Case Example/003 Business Case Balancing the Dataset.mp4
27 MB
51 - Deep Learning - Business Case Example/003 Business Case Balancing the Dataset_en.srt
5.2 kB
51 - Deep Learning - Business Case Example/004 Business Case Preprocessing the Data.mp4
74 MB
51 - Deep Learning - Business Case Example/004 Business Case Preprocessing the Data_en.srt
16 kB
51 - Deep Learning - Business Case Example/004 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
51 - Deep Learning - Business Case Example/004 TensorFlow-Audiobooks-Preprocessing.ipynb
5.6 kB
51 - Deep Learning - Business Case Example/005 Business Case Preprocessing the Data - Exercise.html
370 B
51 - Deep Learning - Business Case Example/005 TensorFlow-Audiobooks-Preprocessing-Exercise-Solution.ipynb
10 kB
51 - Deep Learning - Business Case Example/005 TensorFlow-Audiobooks-Preprocessing-Exercise.ipynb
8.6 kB
51 - Deep Learning - Business Case Example/006 Business Case Load the Preprocessed Data.mp4
14 MB
51 - Deep Learning - Business Case Example/006 Business Case Load the Preprocessed Data_en.srt
5.6 kB
51 - Deep Learning - Business Case Example/007 Business Case Load the Preprocessed Data - Exercise.html
79 B
51 - Deep Learning - Business Case Example/007 TensorFlow-Audiobooks-Machine-Learning-Part1-with-comments.ipynb
4.6 kB
51 - Deep Learning - Business Case Example/008 Business Case Learning and Interpreting the Result.mp4
28 MB
51 - Deep Learning - Business Case Example/008 Business Case Learning and Interpreting the Result_en.srt
7.7 kB
51 - Deep Learning - Business Case Example/008 TensorFlow-Audiobooks-Machine-Learning-Part2-with-comments.ipynb
20 kB
51 - Deep Learning - Business Case Example/009 Business Case Setting an Early Stopping Mechanism.mp4
44 MB
51 - Deep Learning - Business Case Example/009 Business Case Setting an Early Stopping Mechanism_en.srt
9.7 kB
51 - Deep Learning - Business Case Example/009 TensorFlow-Audiobooks-Machine-Learning-Part3-with-comments.ipynb
10 kB
51 - Deep Learning - Business Case Example/010 Setting an Early Stopping Mechanism - Exercise.html
192 B
51 - Deep Learning - Business Case Example/011 Business Case Testing the Model.mp4
8.2 MB
51 - Deep Learning - Business Case Example/011 Business Case Testing the Model_en.srt
2.6 kB
51 - Deep Learning - Business Case Example/011 TensorFlow-Audiobooks-Machine-Learning-with-comments.ipynb
12 kB
51 - Deep Learning - Business Case Example/012 Business Case Final Exercise.html
433 B
51 - Deep Learning - Business Case Example/012 TensorFlow-Audiobooks-Machine-Learning-with-comments.ipynb
12 kB
52 - Deep Learning - Conclusion/001 Summary on What You've Learned.mp4
9.9 MB
52 - Deep Learning - Conclusion/001 Summary on What You've Learned_en.srt
6.5 kB
52 - Deep Learning - Conclusion/002 What's Further out there in terms of Machine Learning.mp4
4.8 MB
52 - Deep Learning - Conclusion/002 What's Further out there in terms of Machine Learning_en.srt
3.2 kB
52 - Deep Learning - Conclusion/003 DeepMind and Deep Learning.html
1.0 kB
52 - Deep Learning - Conclusion/004 An overview of CNNs.mp4
13 MB
52 - Deep Learning - Conclusion/004 An overview of CNNs_en.srt
7.5 kB
52 - Deep Learning - Conclusion/005 An Overview of RNNs.mp4
7.0 MB
52 - Deep Learning - Conclusion/005 An Overview of RNNs_en.srt
4.7 kB
52 - Deep Learning - Conclusion/006 An Overview of non-NN Approaches.mp4
16 MB
52 - Deep Learning - Conclusion/006 An Overview of non-NN Approaches_en.srt
6.9 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/001 READ ME!!!!.html
564 B
53 - Appendix Deep Learning - TensorFlow 1 Introduction/002 How to Install TensorFlow 1.mp4
5.0 MB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/002 How to Install TensorFlow 1_en.srt
4.1 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/003 A Note on Installing Packages in Anaconda.html
2.3 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/004 TensorFlow Intro.mp4
17 MB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/004 TensorFlow Intro_en.srt
6.3 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/005 Actual Introduction to TensorFlow.mp4
9.1 MB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/005 Actual Introduction to TensorFlow_en.srt
2.8 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/005 Shortcuts-for-Jupyter.pdf
619 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/006 5.3.TensorFlow-Minimal-example-Part-1.ipynb
3.4 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/006 Types of File Formats, supporting Tensors.mp4
8.9 MB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/006 Types of File Formats, supporting Tensors_en.srt
4.1 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/007 5.4.TensorFlow-Minimal-example-Part-2.ipynb
6.2 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/007 Basic NN Example with TF Inputs, Outputs, Targets, Weights, Biases.mp4
18 MB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/007 Basic NN Example with TF Inputs, Outputs, Targets, Weights, Biases_en.srt
9.7 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/008 5.5.TensorFlow-Minimal-example-Part-3.ipynb
8.6 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/008 Basic NN Example with TF Loss Function and Gradient Descent.mp4
16 MB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/008 Basic NN Example with TF Loss Function and Gradient Descent_en.srt
5.8 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/009 5.6.TensorFlow-Minimal-example-complete.ipynb
12 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/009 Basic NN Example with TF Model Output.mp4
19 MB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/009 Basic NN Example with TF Model Output_en.srt
9.5 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 Basic NN Example with TF Exercises.html
1.6 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-All-Exercises.ipynb
14 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-1-Solution.ipynb
24 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-1-Solution.ipynb
26 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-2-Solution.ipynb
26 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-3-Solution.ipynb
50 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-2-4-Solution.ipynb
22 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-3-Solution.ipynb
27 kB
53 - Appendix Deep Learning - TensorFlow 1 Introduction/010 TensorFlow-Minimal-Example-Exercise-4-Solution.ipynb
27 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/001 MNIST What is the MNIST Dataset.mp4
4.8 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/001 MNIST What is the MNIST Dataset_en.srt
4.3 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST.mp4
6.5 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/002 MNIST How to Tackle the MNIST_en.srt
4.6 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/003 12.3.TensorFlow-MNIST-with-comments-Part-1.ipynb
3.9 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/003 MNIST Relevant Packages.mp4
11 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/003 MNIST Relevant Packages_en.srt
2.6 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/004 12.4.TensorFlow-MNIST-with-comments-Part-2.ipynb
6.1 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/004 MNIST Model Outline.mp4
35 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/004 MNIST Model Outline_en.srt
11 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/005 12.5.TensorFlow-MNIST-with-comments-Part-3.ipynb
7.3 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/005 MNIST Loss and Optimization Algorithm.mp4
16 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/005 MNIST Loss and Optimization Algorithm_en.srt
4.3 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/006 12.6.TensorFlow-MNIST-with-comments-Part-4.ipynb
7.9 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/006 Calculating the Accuracy of the Model.mp4
24 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/006 Calculating the Accuracy of the Model_en.srt
6.3 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/007 12.7.TensorFlow-MNIST-with-comments-Part-5.ipynb
8.5 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/007 MNIST Batching and Early Stopping.mp4
9.5 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/007 MNIST Batching and Early Stopping_en.srt
3.4 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/008 12.8.TensorFlow-MNIST-with-comments-Part-6.ipynb
12 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/008 MNIST Learning.mp4
32 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/008 MNIST Learning_en.srt
13 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/009 12.9.TensorFlow-MNIST-with-comments.ipynb
13 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/009 MNIST Results and Testing.mp4
46 MB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/009 MNIST Results and Testing_en.srt
9.9 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/010 MNIST Exercises.html
2.2 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/010 TensorFlow-MNIST-Exercises-All.ipynb
16 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 0.TensorFlow-MNIST-take-note-of-time-Solution.ipynb
14 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 1.TensorFlow-MNIST-Width-Solution.ipynb
14 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 2.TensorFlow-MNIST-Depth-Solution.ipynb
15 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 3.TensorFlow-MNIST-Width-and-Depth-Solution.ipynb
17 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 4.TensorFlow-MNIST-Activation-functions-Part-1-Solution.ipynb
14 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 5.TensorFlow-MNIST-Activation-functions-Part-2-Solution.ipynb
14 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 6.TensorFlow-MNIST-Batch-size-Part-1-Solution.ipynb
14 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 7.TensorFlow-MNIST-Batch-size-Part-2-Solution.ipynb
14 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 8.TensorFlow-MNIST-Learning-rate-Part-1-Solution.ipynb
14 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 9.TensorFlow-MNIST-Learning-rate-Part-2-Solution.ipynb
15 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 MNIST Solutions.html
2.2 kB
54 - Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/011 TensorFlow-MNIST-around-98-percent-accuracy.ipynb
18 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Audiobooks-data.csv
711 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Business Case Getting Acquainted with the Dataset.mp4
60 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Business Case Getting Acquainted with the Dataset_en.srt
13 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/002 Business Case Outlining the Solution.mp4
4.2 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/002 Business Case Outlining the Solution_en.srt
3.1 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/003 Audiobooks-data.csv
711 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/003 The Importance of Working with a Balanced Dataset.mp4
27 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/003 The Importance of Working with a Balanced Dataset_en.srt
5.3 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Audiobooks-data.csv
711 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Business Case Preprocessing.mp4
64 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Business Case Preprocessing_en.srt
16 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 TensorFlow-Audiobooks-Preprocessing.ipynb
5.6 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 Audiobooks-data.csv
711 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 Business Case Preprocessing Exercise.html
379 B
55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 TensorFlow-Audiobooks-Preprocessing-Exercise-Solution.ipynb
10 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/005 TensorFlow-Audiobooks-Preprocessing-Exercise.ipynb
8.6 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/006 Creating a Data Provider.mp4
56 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/006 Creating a Data Provider_en.srt
9.9 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 Business Case Model Outline.mp4
42 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 Business Case Model Outline_en.srt
8.6 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 TensorFlow-Audiobooks-Outlining-the-model-with-comments.ipynb
10 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/007 TensorFlow-Audiobooks-Outlining-the-model.ipynb
9.4 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 Business Case Optimization.mp4
27 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 Business Case Optimization_en.srt
8.3 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb
13 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/008 TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb
11 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 Business Case Interpretation.mp4
19 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 Business Case Interpretation_en.srt
3.7 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb
13 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/009 TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb
11 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/010 Business Case Testing the Model.mp4
4.3 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/010 Business Case Testing the Model_en.srt
3.2 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 Audiobooks-data.csv
711 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 Business Case A Comment on the Homework.mp4
21 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 Business Case A Comment on the Homework_en.srt
6.4 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 TensorFlow-Audiobooks-Machine-learning-Homework.ipynb
14 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/011 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 Audiobooks-data.csv
711 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 Business Case Final Exercise.html
441 B
55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 TensorFlow-Audiobooks-Machine-learning-Homework.ipynb
14 kB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/012 TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
56 - Software Integration/001 What are Data, Servers, Clients, Requests, and Responses.mp4
20 MB
56 - Software Integration/001 What are Data, Servers, Clients, Requests, and Responses_en.srt
7.5 kB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints.mp4
60 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints_en.srt
11 kB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4
67 MB
56 - Software Integration/003 Taking a Closer Look at APIs_en.srt
13 kB
56 - Software Integration/004 Communication between Software Products through Text Files.mp4
22 MB
56 - Software Integration/004 Communication between Software Products through Text Files_en.srt
7.0 kB
56 - Software Integration/005 Software Integration - Explained.mp4
43 MB
56 - Software Integration/005 Software Integration - Explained_en.srt
8.3 kB
57 - Case Study - What's Next in the Course/001 Game Plan for this Python, SQL, and Tableau Business Exercise.mp4
20 MB
57 - Case Study - What's Next in the Course/001 Game Plan for this Python, SQL, and Tableau Business Exercise_en.srt
6.6 kB
57 - Case Study - What's Next in the Course/002 The Business Task.mp4
8.4 MB
57 - Case Study - What's Next in the Course/002 The Business Task_en.srt
4.9 kB
57 - Case Study - What's Next in the Course/003 Introducing the Data Set.mp4
24 MB
57 - Case Study - What's Next in the Course/003 Introducing the Data Set_en.srt
5.2 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/001 Absenteeism-data.csv
32 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/001 What to Expect from the Following Sections.html
2.4 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/001 data-preprocessing-homework.pdf
134 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/001 df-preprocessed.csv
29 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/002 Importing the Absenteeism Data in Python.mp4
20 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/002 Importing the Absenteeism Data in Python_en.srt
4.8 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set.mp4
54 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set_en.srt
8.5 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/004 Introduction to Terms with Multiple Meanings.mp4
18 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/004 Introduction to Terms with Multiple Meanings_en.srt
5.1 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/005 What's Regression Analysis - a Quick Refresher.html
2.8 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/006 Using a Statistical Approach towards the Solution to the Exercise.mp4
14 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/006 Using a Statistical Approach towards the Solution to the Exercise_en.srt
3.6 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/007 Dropping a Column from a DataFrame in Python.mp4
41 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/007 Dropping a Column from a DataFrame in Python_en.srt
10 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/008 EXERCISE - Dropping a Column from a DataFrame in Python.html
864 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/009 SOLUTION - Dropping a Column from a DataFrame in Python.html
114 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/010 Analyzing the Reasons for Absence.mp4
28 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/010 Analyzing the Reasons for Absence_en.srt
7.2 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4
70 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature_en.srt
13 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/012 EXERCISE - Obtaining Dummies from a Single Feature.html
123 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/013 SOLUTION - Obtaining Dummies from a Single Feature.html
117 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/014 Dropping a Dummy Variable from the Data Set.html
2.3 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/015 More on Dummy Variables A Statistical Perspective.mp4
5.8 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/015 More on Dummy Variables A Statistical Perspective_en.srt
2.0 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence.mp4
59 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence_en.srt
13 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python.mp4
27 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python_en.srt
6.2 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/018 EXERCISE - Using .concat() in Python.html
189 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/019 SOLUTION - Using .concat() in Python.html
143 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/020 Reordering Columns in a Pandas DataFrame in Python.mp4
10 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/020 Reordering Columns in a Pandas DataFrame in Python_en.srt
2.2 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/021 EXERCISE - Reordering Columns in a Pandas DataFrame in Python.html
161 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/022 SOLUTION - Reordering Columns in a Pandas DataFrame in Python.html
478 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Absenteeism-Exercise-Preprocessing-df-reason-mod.ipynb
4.8 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Creating Checkpoints while Coding in Jupyter.mp4
17 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Creating Checkpoints while Coding in Jupyter_en.srt
4.3 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/024 EXERCISE - Creating Checkpoints while Coding in Jupyter.html
137 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/025 SOLUTION - Creating Checkpoints while Coding in Jupyter.html
118 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/026 Analyzing the Dates from the Initial Data Set.mp4
40 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/026 Analyzing the Dates from the Initial Data Set_en.srt
11 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/027 Extracting the Month Value from the Date Column.mp4
34 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/027 Extracting the Month Value from the Date Column_en.srt
9.6 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/028 Extracting the Day of the Week from the Date Column.mp4
19 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/028 Extracting the Day of the Week from the Date Column_en.srt
5.8 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/029 Absenteeism-Exercise-Preprocessing-ChP-df-date-reason-mod.ipynb
7.3 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/029 Absenteeism-Exercise-Preprocessing-LECTURES.ipynb
7.6 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/029 Absenteeism-Exercise-Removing-the-Date-Column-SOLUTION.ipynb
8.3 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/029 EXERCISE - Removing the Date Column.html
1.1 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/030 Analyzing Several Straightforward Columns for this Exercise.mp4
20 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/030 Analyzing Several Straightforward Columns for this Exercise_en.srt
5.5 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/031 Working on Education, Children, and Pets.mp4
17 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/031 Working on Education, Children, and Pets_en.srt
7.2 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Absenteeism-Exercise-EXERCISES-and-SOLUTIONS.ipynb
4.1 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Absenteeism-Exercise-Preprocessing-df-preprocessed.ipynb
8.5 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Final Remarks of this Section.mp4
20 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Final Remarks of this Section_en.srt
3.2 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/033 A Note on Exporting Your Data as a .csv File.html
880 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/001 Absenteeism-preprocessed.csv
29 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/001 Exploring the Problem with a Machine Learning Mindset_en.srt
5.8 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/002 Creating the Targets for the Logistic Regression_en.srt
10 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/003 Selecting the Inputs for the Logistic Regression_en.srt
4.3 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/004 Standardizing the Data.mp4
15 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/004 Standardizing the Data_en.srt
5.1 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing.mp4
42 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing_en.srt
10 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy.mp4
35 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy_en.srt
8.8 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/007 Creating a Summary Table with the Coefficients and Intercept_en.srt
7.5 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem.mp4
25 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem_en.srt
10 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Logistic-Regression-prior-to-Custom-Scaler.url
182 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Standardizing only the Numerical Variables (Creating a Custom Scaler)_en.srt
6.3 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/010 Interpreting the Coefficients of the Logistic Regression_en.srt
9.0 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model_en.srt
6.4 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Logistic-Regression-prior-to-Backward-Elimination.url
189 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/012 Testing the Model We Created.mp4
32 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/012 Testing the Model We Created_en.srt
7.8 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment_en.srt
6.9 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/014 ARTICLE - A Note on 'pickling'.html
2.1 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/015 EXERCISE - Saving the Model (and Scaler).html
284 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/015 Logistic-Regression-with-Comments.url
173 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/015 Logistic-Regression.url
159 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/016 Preparing the Deployment of the Model through a Module_en.srt
7.1 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/external-links.txt
790 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15185936.mpd
63 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251152.mpd
64 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251154.mpd
38 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251158.mpd
56 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251164.mpd
55 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251168.mpd
39 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15251170.mpd
65 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15256016.mpd
59 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/temp/index_15293084.mpd
57 kB
60 - Case Study - Loading the 'absenteeism_module'/001 Absenteeism-Exercise-Integration.ipynb
62 kB
60 - Case Study - Loading the 'absenteeism_module'/001 Absenteeism-new-data.csv
1.9 kB
60 - Case Study - Loading the 'absenteeism_module'/001 Are You Sure You're All Set.html
513 B
60 - Case Study - Loading the 'absenteeism_module'/001 absenteeism-module.py
6.6 kB
60 - Case Study - Loading the 'absenteeism_module'/001 model
1.0 kB
60 - Case Study - Loading the 'absenteeism_module'/001 scaler
1.9 kB
60 - Case Study - Loading the 'absenteeism_module'/002 Deploying the 'absenteeism_module' - Part I.mp4
20 MB
60 - Case Study - Loading the 'absenteeism_module'/002 Deploying the 'absenteeism_module' - Part I_en.srt
5.9 kB
60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II.mp4
45 MB
60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II_en.srt
9.7 kB
60 - Case Study - Loading the 'absenteeism_module'/004 Absenteeism-Exercise-Deploying-the-absenteeism-module.ipynb
973 B
60 - Case Study - Loading the 'absenteeism_module'/004 Exporting the Obtained Data Set as a .csv.html
964 B
61 - Case Study - Analyzing the Predicted Outputs in Tableau/001 Absenteeism-predictions.csv
2.1 kB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/001 EXERCISE - Age vs Probability.html
367 B
61 - Case Study - Analyzing the Predicted Outputs in Tableau/002 Absenteeism-predictions.csv
2.1 kB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/002 Analyzing Age vs Probability in Tableau.mp4
39 MB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/002 Analyzing Age vs Probability in Tableau_en.srt
12 kB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/003 EXERCISE - Reasons vs Probability.html
385 B
61 - Case Study - Analyzing the Predicted Outputs in Tableau/004 Analyzing Reasons vs Probability in Tableau.mp4
40 MB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/004 Analyzing Reasons vs Probability in Tableau_en.srt
12 kB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/005 EXERCISE - Transportation Expense vs Probability.html
529 B
61 - Case Study - Analyzing the Predicted Outputs in Tableau/006 Analyzing Transportation Expense vs Probability in Tableau.mp4
20 MB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/006 Analyzing Transportation Expense vs Probability in Tableau_en.srt
9.2 kB
62 - Appendix - Additional Python Tools/001 Additional-Python-Tools-Exercises.ipynb
11 kB
62 - Appendix - Additional Python Tools/001 Additional-Python-Tools-Lectures.ipynb
14 kB
62 - Appendix - Additional Python Tools/001 Additional-Python-Tools-Solutions.ipynb
26 kB
62 - Appendix - Additional Python Tools/001 Using the .format() Method.mp4
26 MB
62 - Appendix - Additional Python Tools/001 Using the .format() Method_en.srt
15 kB
62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects.mp4
13 MB
62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects_en.srt
7.8 kB
62 - Appendix - Additional Python Tools/003 Introduction to Nested For Loops.mp4
12 MB
62 - Appendix - Additional Python Tools/003 Introduction to Nested For Loops_en.srt
10 kB
62 - Appendix - Additional Python Tools/004 Triple Nested For Loops.mp4
33 MB
62 - Appendix - Additional Python Tools/004 Triple Nested For Loops_en.srt
10 kB
62 - Appendix - Additional Python Tools/005 List Comprehensions.mp4
43 MB
62 - Appendix - Additional Python Tools/005 List Comprehensions_en.srt
15 kB
62 - Appendix - Additional Python Tools/006 Additional-Python-Tools-Exercises.ipynb
11 kB
62 - Appendix - Additional Python Tools/006 Additional-Python-Tools-Lectures.ipynb
14 kB
62 - Appendix - Additional Python Tools/006 Additional-Python-Tools-Solutions.ipynb
26 kB
62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions.mp4
30 MB
62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions_en.srt
13 kB
63 - Appendix - pandas Fundamentals/001 Introduction to pandas Series.mp4
22 MB
63 - Appendix - pandas Fundamentals/001 Introduction to pandas Series_en.srt
13 kB
63 - Appendix - pandas Fundamentals/001 Lending-company.csv
112 kB
63 - Appendix - pandas Fundamentals/001 Location.csv
14 kB
63 - Appendix - pandas Fundamentals/001 Region.csv
10 kB
63 - Appendix - pandas Fundamentals/001 Sales-products.csv
152 kB
63 - Appendix - pandas Fundamentals/001 pandas-Fundamentals-Exercises.ipynb
31 kB
63 - Appendix - pandas Fundamentals/001 pandas-Fundamentals-Lectures.ipynb
21 kB
63 - Appendix - pandas Fundamentals/001 pandas-Fundamentals-Solutions.ipynb
118 kB
63 - Appendix - pandas Fundamentals/002 Working with Methods in Python - Part I.mp4
20 MB
63 - Appendix - pandas Fundamentals/002 Working with Methods in Python - Part I_en.srt
8.6 kB
63 - Appendix - pandas Fundamentals/003 Working with Methods in Python - Part II.mp4
9.0 MB
63 - Appendix - pandas Fundamentals/003 Working with Methods in Python - Part II_en.srt
4.7 kB
63 - Appendix - pandas Fundamentals/004 Parameters and Arguments in pandas.mp4
21 MB
63 - Appendix - pandas Fundamentals/004 Parameters and Arguments in pandas_en.srt
6.9 kB
63 - Appendix - pandas Fundamentals/005 Using .unique() and .nunique().mp4
24 MB
63 - Appendix - pandas Fundamentals/005 Using .unique() and .nunique()_en.srt
7.0 kB
63 - Appendix - pandas Fundamentals/006 Using .sort_values().mp4
21 MB
63 - Appendix - pandas Fundamentals/006 Using .sort_values()_en.srt
6.6 kB
63 - Appendix - pandas Fundamentals/007 Introduction to pandas DataFrames - Part I.mp4
11 MB
63 - Appendix - pandas Fundamentals/007 Introduction to pandas DataFrames - Part I_en.srt
8.8 kB
63 - Appendix - pandas Fundamentals/008 Introduction to pandas DataFrames - Part II.mp4
18 MB
63 - Appendix - pandas Fundamentals/008 Introduction to pandas DataFrames - Part II_en.srt
9.6 kB
63 - Appendix - pandas Fundamentals/009 pandas DataFrames - Common Attributes.mp4
30 MB
63 - Appendix - pandas Fundamentals/009 pandas DataFrames - Common Attributes_en.srt
7.8 kB
63 - Appendix - pandas Fundamentals/010 Data Selection in pandas DataFrames.mp4
37 MB
63 - Appendix - pandas Fundamentals/010 Data Selection in pandas DataFrames_en.srt
13 kB
63 - Appendix - pandas Fundamentals/011 pandas DataFrames - Indexing with .iloc[].mp4
32 MB
63 - Appendix - pandas Fundamentals/011 pandas DataFrames - Indexing with .iloc[]_en.srt
10 kB
63 - Appendix - pandas Fundamentals/012 Lending-company.csv
112 kB
63 - Appendix - pandas Fundamentals/012 Location.csv
14 kB
63 - Appendix - pandas Fundamentals/012 Region.csv
10 kB
63 - Appendix - pandas Fundamentals/012 Sales-products.csv
152 kB
63 - Appendix - pandas Fundamentals/012 pandas DataFrames - Indexing with .loc[].mp4
21 MB
63 - Appendix - pandas Fundamentals/012 pandas DataFrames - Indexing with .loc[]_en.srt
6.7 kB
63 - Appendix - pandas Fundamentals/012 pandas-Fundamentals-Exercises.ipynb
31 kB
63 - Appendix - pandas Fundamentals/012 pandas-Fundamentals-Lectures.ipynb
21 kB
63 - Appendix - pandas Fundamentals/012 pandas-Fundamentals-Solutions.ipynb
118 kB
64 - Appendix - Working with Text Files in Python/001 An Introduction to Working with Files in Python.mp4
12 MB
64 - Appendix - Working with Text Files in Python/001 An Introduction to Working with Files in Python_en.srt
7.1 kB
64 - Appendix - Working with Text Files in Python/001 Common-Naming-Conventions.pdf
644 kB
64 - Appendix - Working with Text Files in Python/001 Section-Resources-Working-with-Text-Files.url
97 B
64 - Appendix - Working with Text Files in Python/001 Working-with-Text-Files-Lectures.ipynb
28 kB
64 - Appendix - Working with Text Files in Python/002 File vs File Object, Reading vs Parsing Data.mp4
9.4 MB
64 - Appendix - Working with Text Files in Python/002 File vs File Object, Reading vs Parsing Data_en.srt
5.1 kB
64 - Appendix - Working with Text Files in Python/003 Structured, Semi-Structured and Unstructured Data.mp4
11 MB
64 - Appendix - Working with Text Files in Python/003 Structured, Semi-Structured and Unstructured Data_en.srt
6.0 kB
64 - Appendix - Working with Text Files in Python/004 Text Files and Data Connectivity.mp4
11 MB
64 - Appendix - Working with Text Files in Python/004 Text Files and Data Connectivity_en.srt
5.7 kB
64 - Appendix - Working with Text Files in Python/005 Importing Data in Python - Principles.mp4
17 MB
64 - Appendix - Working with Text Files in Python/005 Importing Data in Python - Principles_en.srt
9.1 kB
64 - Appendix - Working with Text Files in Python/006 Plain Text Files, Flat Files and More.mp4
13 MB
64 - Appendix - Working with Text Files in Python/006 Plain Text Files, Flat Files and More_en.srt
8.3 kB
64 - Appendix - Working with Text Files in Python/007 Text Files of Fixed Width.mp4
4.8 MB
64 - Appendix - Working with Text Files in Python/007 Text Files of Fixed Width_en.srt
2.7 kB
64 - Appendix - Working with Text Files in Python/008 Common Naming Conventions.mp4
8.2 MB
64 - Appendix - Working with Text Files in Python/008 Common Naming Conventions_en.srt
7.1 kB
64 - Appendix - Working with Text Files in Python/008 Common-Naming-Conventions.pdf
644 kB
64 - Appendix - Working with Text Files in Python/009 Importing Text Files - open().mp4
28 MB
64 - Appendix - Working with Text Files in Python/009 Importing Text Files - open()_en.srt
16 kB
64 - Appendix - Working with Text Files in Python/009 Importing-Text-Files-in-Python-open.ipynb
2.1 kB
64 - Appendix - Working with Text Files in Python/009 source.txt
39 B
64 - Appendix - Working with Text Files in Python/010 Importing Text Files - with open().mp4
26 MB
64 - Appendix - Working with Text Files in Python/010 Importing Text Files - with open()_en.srt
8.9 kB
64 - Appendix - Working with Text Files in Python/010 Importing-Text-Files-in-Python-with-open.ipynb
2.5 kB
64 - Appendix - Working with Text Files in Python/010 source.txt
39 B
64 - Appendix - Working with Text Files in Python/011 Importing .csv Files - Part I.mp4
50 MB
64 - Appendix - Working with Text Files in Python/011 Importing .csv Files - Part I_en.srt
11 kB
64 - Appendix - Working with Text Files in Python/011 Importing.csv-Files-with-pandas-Part-I.ipynb
1.6 kB
64 - Appendix - Working with Text Files in Python/011 Lending-company-single-column-data.csv
114 kB
64 - Appendix - Working with Text Files in Python/011 Lending-company.csv
112 kB
64 - Appendix - Working with Text Files in Python/012 Importing .csv Files - Part II.mp4
11 MB
64 - Appendix - Working with Text Files in Python/012 Importing .csv Files - Part II_en.srt
4.6 kB
64 - Appendix - Working with Text Files in Python/013 Importing .csv Files - Part III.mp4
75 MB
64 - Appendix - Working with Text Files in Python/013 Importing .csv Files - Part III_en.srt
11 kB
64 - Appendix - Working with Text Files in Python/014 Importing Data with index_col.mp4
12 MB
64 - Appendix - Working with Text Files in Python/014 Importing Data with index_col_en.srt
4.8 kB
64 - Appendix - Working with Text Files in Python/015 Importing Data with .loadtxt() and .genfromtxt().mp4
56 MB
64 - Appendix - Working with Text Files in Python/015 Importing Data with .loadtxt() and .genfromtxt()_en.srt
18 kB
64 - Appendix - Working with Text Files in Python/015 Importing-Text-Data-with-NumPy-Complete.ipynb
12 kB
64 - Appendix - Working with Text Files in Python/015 Importing-Text-Data-with-NumPy-Template.ipynb
2.3 kB
64 - Appendix - Working with Text Files in Python/015 Lending-Company-Numeric-Data-NAN.csv
29 kB
64 - Appendix - Working with Text Files in Python/015 Lending-Company-Numeric-Data.csv
30 kB
64 - Appendix - Working with Text Files in Python/016 Importing Data - Partial Cleaning While Importing Data.mp4
44 MB
64 - Appendix - Working with Text Files in Python/016 Importing Data - Partial Cleaning While Importing Data_en.srt
12 kB
64 - Appendix - Working with Text Files in Python/017 Importing Data with NumPy - Exercise.html
308 B
64 - Appendix - Working with Text Files in Python/017 Importing-Text-Data-DSc-Exercise.ipynb
4.2 kB
64 - Appendix - Working with Text Files in Python/017 Importing-Text-Data-DSc-Solution.ipynb
24 kB
64 - Appendix - Working with Text Files in Python/018 Importing Data from .json Files.mp4
82 MB
64 - Appendix - Working with Text Files in Python/018 Importing Data from .json Files_en.srt
9.1 kB
64 - Appendix - Working with Text Files in Python/018 Lending-company.json
214 kB
64 - Appendix - Working with Text Files in Python/019 An Introduction to Working with Excel Files in Python.mp4
43 MB
64 - Appendix - Working with Text Files in Python/019 An Introduction to Working with Excel Files in Python_en.srt
6.6 kB
64 - Appendix - Working with Text Files in Python/020 Lending-company.xlsx
93 kB
64 - Appendix - Working with Text Files in Python/020 Working with Excel (.xlsx) Data.mp4
14 MB
64 - Appendix - Working with Text Files in Python/020 Working with Excel (.xlsx) Data_en.srt
3.4 kB
64 - Appendix - Working with Text Files in Python/021 Importing Data in Python - an Important Exercise.mp4
43 MB
64 - Appendix - Working with Text Files in Python/021 Importing Data in Python - an Important Exercise_en.srt
10 kB
64 - Appendix - Working with Text Files in Python/022 Customer-Gender.csv
7.4 kB
64 - Appendix - Working with Text Files in Python/022 Importing Data with the .squeeze() Method.mp4
22 MB
64 - Appendix - Working with Text Files in Python/022 Importing Data with the .squeeze() Method_en.srt
5.5 kB
64 - Appendix - Working with Text Files in Python/022 Importing-Data-with-the-pandas-Squeeze-Method.ipynb
20 kB
64 - Appendix - Working with Text Files in Python/023 Importing Files in Jupyter.mp4
20 MB
64 - Appendix - Working with Text Files in Python/023 Importing Files in Jupyter_en.srt
5.8 kB
64 - Appendix - Working with Text Files in Python/024 Saving Your Data with pandas.mp4
21 MB
64 - Appendix - Working with Text Files in Python/024 Saving Your Data with pandas_en.srt
5.8 kB
64 - Appendix - Working with Text Files in Python/025 Lending-Company-Saving.csv
58 kB
64 - Appendix - Working with Text Files in Python/025 Saving Your Data with NumPy - Part I - .npy.mp4
19 MB
64 - Appendix - Working with Text Files in Python/025 Saving Your Data with NumPy - Part I - .npy_en.srt
9.1 kB
64 - Appendix - Working with Text Files in Python/025 Saving-Data-NP-Complete.ipynb
9.8 kB
64 - Appendix - Working with Text Files in Python/025 Saving-Data-NP-Template.ipynb
3.2 kB
64 - Appendix - Working with Text Files in Python/026 Saving Your Data with NumPy - Part II - .npz.mp4
23 MB
64 - Appendix - Working with Text Files in Python/026 Saving Your Data with NumPy - Part II - .npz_en.srt
8.0 kB
64 - Appendix - Working with Text Files in Python/027 Saving Your Data with NumPy - Part III - .csv.mp4
21 MB
64 - Appendix - Working with Text Files in Python/027 Saving Your Data with NumPy - Part III - .csv_en.srt
6.5 kB
64 - Appendix - Working with Text Files in Python/028 Saving Data with Numpy - Exercise.html
260 B
64 - Appendix - Working with Text Files in Python/028 Saving-Data-NP-Exercise.ipynb
6.0 kB
64 - Appendix - Working with Text Files in Python/028 Saving-Data-NP-Solution.ipynb
13 kB
64 - Appendix - Working with Text Files in Python/029 Working with Text Files in Python - Conclusion.mp4
2.1 MB
64 - Appendix - Working with Text Files in Python/029 Working with Text Files in Python - Conclusion_en.srt
1.3 kB
64 - Appendix - Working with Text Files in Python/029 Working-with-Text-Files-Lectures.ipynb
28 kB
64 - Appendix - Working with Text Files in Python/external-links.txt
124 B
65 - Bonus Lecture/001 365-Data-Science-Data-Science-Interview-Questions-Guide.pdf
16 MB
65 - Bonus Lecture/001 Bonus Lecture Next Steps.html
3.1 kB