TorBT - Torrents and Magnet Links Search Engine
Latest Searches: trainspotting, japanhdv, drunk¨, grimm fairy tales, 348ntr, %e6%9f%90%e6%9f%90%e9%97%a8%e4%ba%8b%e4%bb%b6, ana &, 원본, 裏本, %e8%a3%8f%e6%9c%ac

GetFreeCourses.Co-Udemy-The Data Science Course 2022 Complete Data Science Bootcamp

Magnet Download Download Torrent
File Name
Size
01 - Part 1_ Introduction/001 A Practical Example_ What You Will Learn in This Course.mp4
13 MB
01 - Part 1_ Introduction/001 A Practical Example_ What You Will Learn in This Course__en.srt
6.4 kB
01 - Part 1_ Introduction/002 What Does the Course Cover.mp4
50 MB
01 - Part 1_ Introduction/002 What Does the Course Cover__en.srt
5.1 kB
01 - Part 1_ Introduction/003 Download All Resources and Important FAQ.html
21 kB
01 - Part 1_ Introduction/16507136-FAQ-The-Data-Science-Course.pdf
306 kB
01 - Part 1_ Introduction/external-assets-links.txt
101 B
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many_.mp4
55 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
6.8 kB
02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics.mp4
8.0 MB
02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics__en.srt
5.0 kB
02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science_ An Introduction.mp4
50 MB
02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science_ An Introduction__en.srt
11 kB
02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI.mp4
36 MB
02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI__en.srt
12 kB
02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic.mp4
34 MB
02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic__en.srt
5.2 kB
02 - The Field of Data Science - The Various Data Science Disciplines/13075156-365-DataScience-Diagram.pdf
323 kB
02 - The Field of Data Science - The Various Data Science Disciplines/13075162-365-DataScience-Diagram.pdf
323 kB
02 - The Field of Data Science - The Various Data Science Disciplines/13075166-365-DataScience.png
6.9 MB
02 - The Field of Data Science - The Various Data Science Disciplines/13075168-365-DataScience.png
6.9 MB
03 - The Field of Data Science - Connecting the Data Science Disciplines/001 Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4
22 MB
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
9.1 kB
04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines.mp4
12 MB
04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines__en.srt
6.6 kB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4
106 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data__en.srt
11 kB
05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data.mp4
14 MB
05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data__en.srt
2.2 kB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4
60 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data__en.srt
5.7 kB
05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data.mp4
4.2 MB
05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data__en.srt
1.9 kB
05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques.mp4
51 MB
05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques__en.srt
8.9 kB
05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI).mp4
19 MB
05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI)__en.srt
2.1 kB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4
75 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods__en.srt
11 kB
05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods.mp4
21 MB
05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods__en.srt
3.5 kB
05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques.mp4
48 MB
05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques__en.srt
8.9 kB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4
62 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning__en.srt
10 kB
05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML).mp4
22 MB
05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML)__en.srt
3.0 kB
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.mp4
20 MB
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science__en.srt
7.3 kB
07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for.mp4
9.5 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
4.3 kB
08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions.mp4
16 MB
08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions__en.srt
5.4 kB
09 - Part 2_ Probability/001 The Basic Probability Formula.mp4
29 MB
09 - Part 2_ Probability/001 The Basic Probability Formula__en.srt
9.0 kB
09 - Part 2_ Probability/002 Computing Expected Values.mp4
29 MB
09 - Part 2_ Probability/002 Computing Expected Values__en.srt
6.7 kB
09 - Part 2_ Probability/003 Frequency.mp4
36 MB
09 - Part 2_ Probability/003 Frequency__en.srt
6.3 kB
09 - Part 2_ Probability/004 Events and Their Complements.mp4
11 MB
09 - Part 2_ Probability/004 Events and Their Complements__en.srt
7.2 kB
09 - Part 2_ Probability/17431614-Course-Notes-Basic-Probability.pdf
371 kB
10 - Probability - Combinatorics/001 Fundamentals of Combinatorics.mp4
3.2 MB
10 - Probability - Combinatorics/001 Fundamentals of Combinatorics__en.srt
1.4 kB
10 - Probability - Combinatorics/002 Permutations and How to Use Them.mp4
14 MB
10 - Probability - Combinatorics/002 Permutations and How to Use Them__en.srt
4.2 kB
10 - Probability - Combinatorics/003 Simple Operations with Factorials.mp4
14 MB
10 - Probability - Combinatorics/003 Simple Operations with Factorials__en.srt
3.6 kB
10 - Probability - Combinatorics/004 Solving Variations with Repetition.mp4
14 MB
10 - Probability - Combinatorics/004 Solving Variations with Repetition__en.srt
3.6 kB
10 - Probability - Combinatorics/005 Solving Variations without Repetition.mp4
15 MB
10 - Probability - Combinatorics/005 Solving Variations without Repetition__en.srt
4.7 kB
10 - Probability - Combinatorics/006 Solving Combinations.mp4
19 MB
10 - Probability - Combinatorics/006 Solving Combinations__en.srt
5.7 kB
10 - Probability - Combinatorics/007 Symmetry of Combinations.mp4
14 MB
10 - Probability - Combinatorics/007 Symmetry of Combinations__en.srt
4.2 kB
10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces.mp4
13 MB
10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces__en.srt
3.8 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
4.2 kB
10 - Probability - Combinatorics/010 A Recap of Combinatorics.mp4
12 MB
10 - Probability - Combinatorics/010 A Recap of Combinatorics__en.srt
3.7 kB
10 - Probability - Combinatorics/011 A Practical Example of Combinatorics.mp4
42 MB
10 - Probability - Combinatorics/011 A Practical Example of Combinatorics__en.srt
14 kB
10 - Probability - Combinatorics/17431618-Course-Notes-Combinatorics.pdf
226 kB
10 - Probability - Combinatorics/17431624-Symmetry-Explained.pdf
85 kB
10 - Probability - Combinatorics/17550452-Combinations-With-Repetition.pdf
207 kB
10 - Probability - Combinatorics/17756226-Additional-Exercises-Combinatorics.pdf
107 kB
10 - Probability - Combinatorics/19540858-Additional-Exercises-Combinatorics-Solutions.pdf
246 kB
11 - Probability - Bayesian Inference/001 Sets and Events.mp4
17 MB
11 - Probability - Bayesian Inference/001 Sets and Events__en.srt
5.4 kB
11 - Probability - Bayesian Inference/002 Ways Sets Can Interact.mp4
19 MB
11 - Probability - Bayesian Inference/002 Ways Sets Can Interact__en.srt
4.4 kB
11 - Probability - Bayesian Inference/003 Intersection of Sets.mp4
8.8 MB
11 - Probability - Bayesian Inference/003 Intersection of Sets__en.srt
2.5 kB
11 - Probability - Bayesian Inference/004 Union of Sets.mp4
20 MB
11 - Probability - Bayesian Inference/004 Union of Sets__en.srt
6.1 kB
11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets.mp4
5.3 MB
11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets__en.srt
2.7 kB
11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets.mp4
12 MB
11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets__en.srt
3.5 kB
11 - Probability - Bayesian Inference/007 The Conditional Probability Formula.mp4
16 MB
11 - Probability - Bayesian Inference/007 The Conditional Probability Formula__en.srt
5.3 kB
11 - Probability - Bayesian Inference/008 The Law of Total Probability.mp4
11 MB
11 - Probability - Bayesian Inference/008 The Law of Total Probability__en.srt
3.4 kB
11 - Probability - Bayesian Inference/009 The Additive Rule.mp4
11 MB
11 - Probability - Bayesian Inference/009 The Additive Rule__en.srt
2.8 kB
11 - Probability - Bayesian Inference/010 The Multiplication Law.mp4
20 MB
11 - Probability - Bayesian Inference/010 The Multiplication Law__en.srt
4.7 kB
11 - Probability - Bayesian Inference/011 Bayes' Law.mp4
21 MB
11 - Probability - Bayesian Inference/011 Bayes' Law__en.srt
7.5 kB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4
126 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference__en.srt
20 kB
11 - Probability - Bayesian Inference/17431622-Course-Notes-Bayesian-Inference.pdf
386 kB
11 - Probability - Bayesian Inference/17970686-CDS-2017-2018-Hamilton.pdf
845 kB
11 - Probability - Bayesian Inference/18886388-Bayesian-Homework.pdf
27 kB
11 - Probability - Bayesian Inference/18886392-Bayesian-Homework-Solutions.pdf
30 kB
11 - Probability - Bayesian Inference/GetFreeCourses.Co.url
116 B
11 - Probability - Bayesian Inference/How you can help GetFreeCourses.Co.txt
182 B
12 - Probability - Distributions/001 Fundamentals of Probability Distributions.mp4
19 MB
12 - Probability - Distributions/001 Fundamentals of Probability Distributions__en.srt
7.9 kB
12 - Probability - Distributions/002 Types of Probability Distributions.mp4
29 MB
12 - Probability - Distributions/002 Types of Probability Distributions__en.srt
9.7 kB
12 - Probability - Distributions/003 Characteristics of Discrete Distributions.mp4
9.2 MB
12 - Probability - Distributions/003 Characteristics of Discrete Distributions__en.srt
2.5 kB
12 - Probability - Distributions/004 Discrete Distributions_ The Uniform Distribution.mp4
10 MB
12 - Probability - Distributions/004 Discrete Distributions_ The Uniform Distribution__en.srt
2.8 kB
12 - Probability - Distributions/005 Discrete Distributions_ The Bernoulli Distribution.mp4
15 MB
12 - Probability - Distributions/005 Discrete Distributions_ The Bernoulli Distribution__en.srt
4.3 kB
12 - Probability - Distributions/006 Discrete Distributions_ The Binomial Distribution.mp4
25 MB
12 - Probability - Distributions/006 Discrete Distributions_ The Binomial Distribution__en.srt
8.7 kB
12 - Probability - Distributions/007 Discrete Distributions_ The Poisson Distribution.mp4
15 MB
12 - Probability - Distributions/007 Discrete Distributions_ The Poisson Distribution__en.srt
6.6 kB
12 - Probability - Distributions/008 Characteristics of Continuous Distributions.mp4
29 MB
12 - Probability - Distributions/008 Characteristics of Continuous Distributions__en.srt
8.9 kB
12 - Probability - Distributions/009 Continuous Distributions_ The Normal Distribution.mp4
20 MB
12 - Probability - Distributions/009 Continuous Distributions_ The Normal Distribution__en.srt
4.9 kB
12 - Probability - Distributions/010 Continuous Distributions_ The Standard Normal Distribution.mp4
21 MB
12 - Probability - Distributions/010 Continuous Distributions_ The Standard Normal Distribution__en.srt
5.4 kB
12 - Probability - Distributions/011 Continuous Distributions_ The Students' T Distribution.mp4
5.4 MB
12 - Probability - Distributions/011 Continuous Distributions_ The Students' T Distribution__en.srt
3.0 kB
12 - Probability - Distributions/012 Continuous Distributions_ The Chi-Squared Distribution.mp4
11 MB
12 - Probability - Distributions/012 Continuous Distributions_ The Chi-Squared Distribution__en.srt
2.9 kB
12 - Probability - Distributions/013 Continuous Distributions_ The Exponential Distribution.mp4
16 MB
12 - Probability - Distributions/013 Continuous Distributions_ The Exponential Distribution__en.srt
4.2 kB
12 - Probability - Distributions/014 Continuous Distributions_ The Logistic Distribution.mp4
16 MB
12 - Probability - Distributions/014 Continuous Distributions_ The Logistic Distribution__en.srt
5.4 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
20 kB
12 - Probability - Distributions/17431628-Solving-Integrals.pdf
344 kB
12 - Probability - Distributions/17550252-Normal-Distribution-Exp-and-Var.pdf
144 kB
12 - Probability - Distributions/17862366-Poisson-Expected-Value-and-Variance.pdf
146 kB
12 - Probability - Distributions/17971238-FIFA19.csv
8.6 MB
12 - Probability - Distributions/17971248-FIFA19-post.csv
8.6 MB
12 - Probability - Distributions/17971258-Daily-Views.xlsx
9.5 kB
12 - Probability - Distributions/17971260-Daily-Views-post.xlsx
20 kB
12 - Probability - Distributions/17971264-Customers-Membership.xlsx
9.7 kB
12 - Probability - Distributions/17971268-Customers-Membership-post.xlsx
16 kB
12 - Probability - Distributions/20945990-Course-Notes-Probability-Distributions.pdf
464 kB
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
9.8 kB
13 - Probability - Probability in Other Fields/002 Probability in Statistics.mp4
14 MB
13 - Probability - Probability in Other Fields/002 Probability in Statistics__en.srt
8.6 kB
13 - Probability - Probability in Other Fields/003 Probability in Data Science.mp4
24 MB
13 - Probability - Probability in Other Fields/003 Probability in Data Science__en.srt
6.6 kB
13 - Probability - Probability in Other Fields/19327638-Probability-in-Finance-Homework.pdf
111 kB
13 - Probability - Probability in Other Fields/19327648-Probability-in-Finance-Solutions.pdf
184 kB
13 - Probability - Probability in Other Fields/23224540-Probability-Cheat-Sheet.pdf
320 kB
14 - Part 3_ Statistics/001 Population and Sample.mp4
11 MB
14 - Part 3_ Statistics/001 Population and Sample__en.srt
5.6 kB
14 - Part 3_ Statistics/14812652-Course-notes-descriptive-statistics.pdf
482 kB
14 - Part 3_ Statistics/15762096-Statistics-Glossary.xlsx
20 kB
15 - Statistics - Descriptive Statistics/001 Types of Data.mp4
42 MB
15 - Statistics - Descriptive Statistics/001 Types of Data__en.srt
6.1 kB
15 - Statistics - Descriptive Statistics/002 Levels of Measurement.mp4
31 MB
15 - Statistics - Descriptive Statistics/002 Levels of Measurement__en.srt
4.7 kB
15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques.mp4
37 MB
15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques__en.srt
6.4 kB
15 - Statistics - Descriptive Statistics/004 Categorical Variables Exercise.html
81 B
15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table.mp4
13 MB
15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table__en.srt
4.4 kB
15 - Statistics - Descriptive Statistics/006 Numerical Variables Exercise.html
81 B
15 - Statistics - Descriptive Statistics/007 The Histogram.mp4
3.9 MB
15 - Statistics - Descriptive Statistics/007 The Histogram__en.srt
3.1 kB
15 - Statistics - Descriptive Statistics/008 Histogram Exercise.html
81 B
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
6.7 kB
15 - Statistics - Descriptive Statistics/010 Cross Tables and Scatter Plots Exercise.html
81 B
15 - Statistics - Descriptive Statistics/011 Mean, median and mode.mp4
18 MB
15 - Statistics - Descriptive Statistics/011 Mean, median and mode__en.srt
6.0 kB
15 - Statistics - Descriptive Statistics/012 Mean, Median and Mode Exercise.html
81 B
15 - Statistics - Descriptive Statistics/013 Skewness.mp4
9.9 MB
15 - Statistics - Descriptive Statistics/013 Skewness__en.srt
3.6 kB
15 - Statistics - Descriptive Statistics/014 Skewness Exercise.html
81 B
15 - Statistics - Descriptive Statistics/015 Variance.mp4
20 MB
15 - Statistics - Descriptive Statistics/015 Variance__en.srt
7.9 kB
15 - Statistics - Descriptive Statistics/016 Variance Exercise.html
522 B
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
6.6 kB
15 - Statistics - Descriptive Statistics/018 Standard Deviation and Coefficient of Variation Exercise.html
81 B
15 - Statistics - Descriptive Statistics/019 Covariance.mp4
18 MB
15 - Statistics - Descriptive Statistics/019 Covariance__en.srt
5.0 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
4.7 kB
15 - Statistics - Descriptive Statistics/022 Correlation Coefficient Exercise.html
81 B
15 - Statistics - Descriptive Statistics/13055412-2.3.Categorical-variables.Visualization-techniques-exercise.xlsx
15 kB
15 - Statistics - Descriptive Statistics/13055414-2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx
41 kB
15 - Statistics - Descriptive Statistics/13055440-2.5.The-Histogram-lesson.xlsx
19 kB
15 - Statistics - Descriptive Statistics/13055456-2.6.Cross-table-and-scatter-plot.xlsx
26 kB
15 - Statistics - Descriptive Statistics/13055460-2.6.Cross-table-and-scatter-plot-exercise.xlsx
16 kB
15 - Statistics - Descriptive Statistics/13055464-2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx
40 kB
15 - Statistics - Descriptive Statistics/13055474-2.7.Mean-median-and-mode-lesson.xlsx
10 kB
15 - Statistics - Descriptive Statistics/13055484-2.7.Mean-median-and-mode-exercise.xlsx
11 kB
15 - Statistics - Descriptive Statistics/13055486-2.7.Mean-median-and-mode-exercise-solution.xlsx
11 kB
15 - Statistics - Descriptive Statistics/13055492-2.8.Skewness-lesson.xlsx
35 kB
15 - Statistics - Descriptive Statistics/13055500-2.8.Skewness-exercise.xlsx
9.5 kB
15 - Statistics - Descriptive Statistics/13055502-2.8.Skewness-exercise-solution.xlsx
20 kB
15 - Statistics - Descriptive Statistics/13055510-2.9.Variance-lesson.xlsx
10 kB
15 - Statistics - Descriptive Statistics/13055516-2.9.Variance-exercise.xlsx
11 kB
15 - Statistics - Descriptive Statistics/13055520-2.9.Variance-exercise-solution.xlsx
11 kB
15 - Statistics - Descriptive Statistics/13055774-2.3.Categorical-variables.Visualization-techniques-lesson.xlsx
31 kB
15 - Statistics - Descriptive Statistics/13055786-2.5.The-Histogram-exercise.xlsx
16 kB
15 - Statistics - Descriptive Statistics/13055790-2.5.The-Histogram-exercise-solution.xlsx
17 kB
15 - Statistics - Descriptive Statistics/13055800-2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx
11 kB
15 - Statistics - Descriptive Statistics/13055814-2.11.Covariance-lesson.xlsx
25 kB
15 - Statistics - Descriptive Statistics/13055822-2.11.Covariance-exercise.xlsx
20 kB
15 - Statistics - Descriptive Statistics/13055824-2.11.Covariance-exercise-solution.xlsx
30 kB
15 - Statistics - Descriptive Statistics/13055834-2.12.Correlation-exercise.xlsx
29 kB
15 - Statistics - Descriptive Statistics/13055838-2.12.Correlation-exercise-solution.xlsx
30 kB
15 - Statistics - Descriptive Statistics/14679830-2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx
11 kB
15 - Statistics - Descriptive Statistics/14812660-Course-notes-descriptive-statistics.pdf
482 kB
15 - Statistics - Descriptive Statistics/16753694-Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
289 kB
15 - Statistics - Descriptive Statistics/16753696-Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
289 kB
15 - Statistics - Descriptive Statistics/18029224-Glossary.xlsx
20 kB
15 - Statistics - Descriptive Statistics/19880121-2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx
12 kB
15 - Statistics - Descriptive Statistics/19880123-2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx
13 kB
15 - Statistics - Descriptive Statistics/23038654-2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx
13 kB
16 - Statistics - Practical Example_ Descriptive Statistics/001 Practical Example_ Descriptive Statistics.mp4
37 MB
16 - Statistics - Practical Example_ Descriptive Statistics/001 Practical Example_ Descriptive Statistics__en.srt
21 kB
16 - Statistics - Practical Example_ Descriptive Statistics/002 Practical Example_ Descriptive Statistics Exercise.html
81 B
16 - Statistics - Practical Example_ Descriptive Statistics/13129220-2.13.Practical-example.Descriptive-statistics-lesson.xlsx
146 kB
16 - Statistics - Practical Example_ Descriptive Statistics/19527574-2.13.Practical-example.Descriptive-statistics-exercise.xlsx
120 kB
16 - Statistics - Practical Example_ Descriptive Statistics/19527576-2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx
146 kB
17 - Statistics - Inferential Statistics Fundamentals/001 Introduction.mp4
2.9 MB
17 - Statistics - Inferential Statistics Fundamentals/001 Introduction__en.srt
1.6 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
6.1 kB
17 - Statistics - Inferential Statistics Fundamentals/003 The Normal Distribution.mp4
16 MB
17 - Statistics - Inferential Statistics Fundamentals/003 The Normal Distribution__en.srt
5.0 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
4.2 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
5.7 kB
17 - Statistics - Inferential Statistics Fundamentals/007 Standard error.mp4
13 MB
17 - Statistics - Inferential Statistics Fundamentals/007 Standard error__en.srt
1.9 kB
17 - Statistics - Inferential Statistics Fundamentals/008 Estimators and Estimates.mp4
16 MB
17 - Statistics - Inferential Statistics Fundamentals/008 Estimators and Estimates__en.srt
3.9 kB
17 - Statistics - Inferential Statistics Fundamentals/13055898-3.2.What-is-a-distribution-lesson.xlsx
20 kB
17 - Statistics - Inferential Statistics Fundamentals/13055942-3.4.Standard-normal-distribution-lesson.xlsx
10 kB
17 - Statistics - Inferential Statistics Fundamentals/13831264-Course-notes-inferential-statistics.pdf
382 kB
17 - Statistics - Inferential Statistics Fundamentals/13831266-Course-notes-inferential-statistics.pdf
382 kB
17 - Statistics - Inferential Statistics Fundamentals/14171114-3.4.Standard-normal-distribution-exercise.xlsx
12 kB
17 - Statistics - Inferential Statistics Fundamentals/14171118-3.4.Standard-normal-distribution-exercise-solution.xlsx
24 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/001 What are Confidence Intervals_.mp4
28 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/001 What are Confidence Intervals___en.srt
3.3 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
10 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
5.8 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/005 Student's T Distribution.mp4
13 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/005 Student's T Distribution__en.srt
4.2 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/006 Confidence Intervals; Population Variance Unknown; T-score.mp4
12 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/006 Confidence Intervals; Population Variance Unknown; T-score__en.srt
5.7 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
6.3 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
8.2 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 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
6.1 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 Confidence intervals. Two means. Independent Samples (Part 2).mp4
13 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/013 Confidence intervals. Two means. Independent Samples (Part 2)__en.srt
4.8 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
4.2 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/015 Confidence intervals. Two means. Independent Samples (Part 3)__en.srt
1.9 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056180-3.9.Population-variance-known-z-score-lesson.xlsx
11 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056196-3.9.Population-variance-known-z-score-exercise.xlsx
11 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056200-3.9.Population-variance-known-z-score-exercise-solution.xlsx
11 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056212-3.11.Population-variance-unknown-t-score-lesson.xlsx
11 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056216-3.11.The-t-table.xlsx
16 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056226-3.11.Population-variance-unknown-t-score-exercise.xlsx
11 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056228-3.11.Population-variance-unknown-t-score-exercise-solution.xlsx
11 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056236-3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx
10 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056246-3.13.Confidence-intervals.Two-means.Dependent-samples-exercise.xlsx
14 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056252-3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx
14 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056280-3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx
9.8 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056290-3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise.xlsx
9.8 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056292-3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx
10 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056308-3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx
9.5 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056316-3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise.xlsx
9.2 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/13056318-3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx
9.8 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/16413674-3.9.The-z-table.xlsx
26 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/16413678-3.9.The-z-table.xlsx
26 kB
18 - Statistics - Inferential Statistics_ Confidence Intervals/21198408-3.11.The-t-table.xlsx
16 kB
19 - Statistics - Practical Example_ Inferential Statistics/001 Practical Example_ Inferential Statistics.mp4
22 MB
19 - Statistics - Practical Example_ Inferential Statistics/001 Practical Example_ Inferential Statistics__en.srt
14 kB
19 - Statistics - Practical Example_ Inferential Statistics/002 Practical Example_ Inferential Statistics Exercise.html
81 B
19 - Statistics - Practical Example_ Inferential Statistics/13056326-3.17.Practical-example.Confidence-intervals-lesson.xlsx
1.7 MB
19 - Statistics - Practical Example_ Inferential Statistics/17959056-3.17.Practical-example.Confidence-intervals-exercise.xlsx
1.7 MB
19 - Statistics - Practical Example_ Inferential Statistics/17959058-3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx
1.8 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4
81 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis__en.srt
7.3 kB
20 - Statistics - Hypothesis Testing/002 Further Reading on Null and Alternative Hypothesis.html
2.2 kB
20 - Statistics - Hypothesis Testing/003 Rejection Region and Significance Level.mp4
38 MB
20 - Statistics - Hypothesis Testing/003 Rejection Region and Significance Level__en.srt
9.1 kB
20 - Statistics - Hypothesis Testing/004 Type I Error and Type II Error.mp4
18 MB
20 - Statistics - Hypothesis Testing/004 Type I Error and Type II Error__en.srt
5.3 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
8.3 kB
20 - Statistics - Hypothesis Testing/006 Test for the Mean. Population Variance Known Exercise.html
81 B
20 - Statistics - Hypothesis Testing/007 p-value.mp4
33 MB
20 - Statistics - Hypothesis Testing/007 p-value__en.srt
5.4 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
6.2 kB
20 - Statistics - Hypothesis Testing/009 Test for the Mean. Population Variance Unknown Exercise.html
81 B
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
6.8 kB
20 - Statistics - Hypothesis Testing/011 Test for the Mean. Dependent Samples Exercise.html
81 B
20 - Statistics - Hypothesis Testing/012 Test for the mean. Independent Samples (Part 1).mp4
7.6 MB
20 - Statistics - Hypothesis Testing/012 Test for the mean. Independent Samples (Part 1)__en.srt
5.6 kB
20 - Statistics - Hypothesis Testing/013 Test for the mean. Independent Samples (Part 1). Exercise.html
81 B
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
5.5 kB
20 - Statistics - Hypothesis Testing/015 Test for the mean. Independent Samples (Part 2). Exercise.html
81 B
20 - Statistics - Hypothesis Testing/13056520-4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx
11 kB
20 - Statistics - Hypothesis Testing/13056684-4.4.Test-for-the-mean.Population-variance-known-exercise.xlsx
11 kB
20 - Statistics - Hypothesis Testing/13056688-4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx
11 kB
20 - Statistics - Hypothesis Testing/13056708-4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx
11 kB
20 - Statistics - Hypothesis Testing/13056712-4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx
9.8 kB
20 - Statistics - Hypothesis Testing/13056716-4.7.Test-for-the-mean.Dependent-samples-exercise.xlsx
13 kB
20 - Statistics - Hypothesis Testing/13056718-4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx
14 kB
20 - Statistics - Hypothesis Testing/13056720-4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx
9.6 kB
20 - Statistics - Hypothesis Testing/13056726-4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx
9.3 kB
20 - Statistics - Hypothesis Testing/13737052-4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx
14 kB
20 - Statistics - Hypothesis Testing/16190540-4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx
10 kB
20 - Statistics - Hypothesis Testing/16190542-4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx
11 kB
20 - Statistics - Hypothesis Testing/16200120-4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx
11 kB
20 - Statistics - Hypothesis Testing/16753580-Online-p-value-calculator.pdf
1.2 MB
20 - Statistics - Hypothesis Testing/17710210-4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx
13 kB
20 - Statistics - Hypothesis Testing/18041220-4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx
11 kB
20 - Statistics - Hypothesis Testing/22431075-Course-notes-hypothesis-testing.pdf
656 kB
20 - Statistics - Hypothesis Testing/22431079-Course-notes-hypothesis-testing.pdf
656 kB
21 - Statistics - Practical Example_ Hypothesis Testing/001 Practical Example_ Hypothesis Testing.mp4
16 MB
21 - Statistics - Practical Example_ Hypothesis Testing/001 Practical Example_ Hypothesis Testing__en.srt
8.7 kB
21 - Statistics - Practical Example_ Hypothesis Testing/002 Practical Example_ Hypothesis Testing Exercise.html
81 B
21 - Statistics - Practical Example_ Hypothesis Testing/27047254-4.10.Hypothesis-testing-section-practical-example.xlsx
52 kB
21 - Statistics - Practical Example_ Hypothesis Testing/27047330-4.10.Hypothesis-testing-section-practical-example-exercise.xlsx
44 kB
21 - Statistics - Practical Example_ Hypothesis Testing/27047334-4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx
44 kB
22 - Part 4_ Introduction to Python/001 Introduction to Programming.mp4
14 MB
22 - Part 4_ Introduction to Python/001 Introduction to Programming__en.srt
6.9 kB
22 - Part 4_ Introduction to Python/002 Why Python_.mp4
12 MB
22 - Part 4_ Introduction to Python/002 Why Python___en.srt
6.8 kB
22 - Part 4_ Introduction to Python/003 Why Jupyter_.mp4
8.0 MB
22 - Part 4_ Introduction to Python/003 Why Jupyter___en.srt
4.6 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
9.1 kB
22 - Part 4_ Introduction to Python/005 Understanding Jupyter's Interface - the Notebook Dashboard.mp4
4.4 MB
22 - Part 4_ Introduction to Python/005 Understanding Jupyter's Interface - the Notebook Dashboard__en.srt
3.7 kB
22 - Part 4_ Introduction to Python/006 Prerequisites for Coding in the Jupyter Notebooks.mp4
15 MB
22 - Part 4_ Introduction to Python/006 Prerequisites for Coding in the Jupyter Notebooks__en.srt
7.7 kB
23 - Python - Variables and Data Types/001 Variables.mp4
8.9 MB
23 - Python - Variables and Data Types/001 Variables__en.srt
4.5 kB
23 - Python - Variables and Data Types/002 Numbers and Boolean Values in Python.mp4
4.6 MB
23 - Python - Variables and Data Types/002 Numbers and Boolean Values in Python__en.srt
3.6 kB
23 - Python - Variables and Data Types/003 Python Strings.mp4
20 MB
23 - Python - Variables and Data Types/003 Python Strings__en.srt
7.1 kB
23 - Python - Variables and Data Types/15870664-Python-Introduction-Course-Notes.pdf
2.0 MB
23 - Python - Variables and Data Types/29544526-Variables-Lecture-Py3.ipynb
3.6 kB
23 - Python - Variables and Data Types/29544572-Numbers-and-Boolean-Values-Lecture-Py3.ipynb
3.4 kB
23 - Python - Variables and Data Types/29544578-Strings-Lecture-Py3.ipynb
7.6 kB
23 - Python - Variables and Data Types/29544582-Strings-Exercise-Py3.ipynb
2.6 kB
23 - Python - Variables and Data Types/29544586-Strings-Solution-Py3.ipynb
5.5 kB
23 - Python - Variables and Data Types/29544590-Numbers-and-Boolean-Values-Exercise-Py3.ipynb
2.3 kB
23 - Python - Variables and Data Types/29544594-Numbers-and-Boolean-Values-Solution-Py3.ipynb
3.2 kB
23 - Python - Variables and Data Types/29544602-Variables-Exercise-Py3.ipynb
2.2 kB
23 - Python - Variables and Data Types/29544612-Variables-Solution-Py3.ipynb
3.8 kB
24 - Python - Basic Python Syntax/001 Using Arithmetic Operators in Python.mp4
7.3 MB
24 - Python - Basic Python Syntax/001 Using Arithmetic Operators in Python__en.srt
4.3 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
1.8 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
1.4 kB
24 - Python - Basic Python Syntax/004 Add Comments.mp4
2.4 MB
24 - Python - Basic Python Syntax/004 Add Comments__en.srt
1.8 kB
24 - Python - Basic Python Syntax/005 Understanding Line Continuation.mp4
1014 kB
24 - Python - Basic Python Syntax/005 Understanding Line Continuation__en.srt
1.1 kB
24 - Python - Basic Python Syntax/006 Indexing Elements.mp4
2.4 MB
24 - Python - Basic Python Syntax/006 Indexing Elements__en.srt
1.6 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
2.2 kB
24 - Python - Basic Python Syntax/29544616-Arithmetic-Operators-Lecture-Py3.ipynb
3.5 kB
24 - Python - Basic Python Syntax/29544618-Arithmetic-Operators-Exercise-Py3.ipynb
2.6 kB
24 - Python - Basic Python Syntax/29544620-Arithmetic-Operators-Solution-Py3.ipynb
4.2 kB
24 - Python - Basic Python Syntax/29544624-The-Double-Equality-Sign-Lecture-Py3.ipynb
1.4 kB
24 - Python - Basic Python Syntax/29544630-The-Double-Equality-Sign-Exercise-Py3.ipynb
838 B
24 - Python - Basic Python Syntax/29544632-The-Double-Equality-Sign-Solution-Py3.ipynb
1.1 kB
24 - Python - Basic Python Syntax/29544648-Reassign-Values-Lecture-Py3.ipynb
3.1 kB
24 - Python - Basic Python Syntax/29544656-Reassign-Values-Exercise-Py3.ipynb
1.7 kB
24 - Python - Basic Python Syntax/29544658-Reassign-Values-Solution-Py3.ipynb
2.1 kB
24 - Python - Basic Python Syntax/29544678-Add-Comments-Lecture-Py3.ipynb
1.0 kB
24 - Python - Basic Python Syntax/29544682-Indexing-Elements-Lecture-Py3.ipynb
1.3 kB
24 - Python - Basic Python Syntax/29544684-Indexing-Elements-Exercise-Py3.ipynb
1.3 kB
24 - Python - Basic Python Syntax/29544694-Indexing-Elements-Solution-Py3.ipynb
2.2 kB
24 - Python - Basic Python Syntax/29544712-Line-Continuation-Lecture-Py3.ipynb
779 B
24 - Python - Basic Python Syntax/29544714-Line-Continuation-Exercise-Py3.ipynb
1.1 kB
24 - Python - Basic Python Syntax/29544716-Line-Continuation-Solution-Py3.ipynb
1.5 kB
24 - Python - Basic Python Syntax/29544720-Structure-Your-Code-with-Indentation-Lecture-Py3.ipynb
958 B
24 - Python - Basic Python Syntax/29544724-Structure-Your-Code-with-Indentation-Exercise-Py3.ipynb
956 B
24 - Python - Basic Python Syntax/29544728-Structure-Your-Code-with-Indentation-Solution-Py3.ipynb
1.5 kB
24 - Python - Basic Python Syntax/GetFreeCourses.Co.url
116 B
24 - Python - Basic Python Syntax/How you can help GetFreeCourses.Co.txt
182 B
25 - Python - Other Python Operators/001 Comparison Operators.mp4
3.1 MB
25 - Python - Other Python Operators/001 Comparison Operators__en.srt
2.5 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
5.9 kB
25 - Python - Other Python Operators/29544734-Comparison-Operators-Lecture-Py3.ipynb
2.5 kB
25 - Python - Other Python Operators/29544738-Comparison-Operators-Exercise-Py3.ipynb
1.6 kB
25 - Python - Other Python Operators/29544744-Comparison-Operators-Solution-Py3.ipynb
2.4 kB
25 - Python - Other Python Operators/29544754-Logical-and-Identity-Operators-Lecture-Py3.ipynb
5.9 kB
25 - Python - Other Python Operators/29544770-Logical-and-Identity-Operators-Lecture-Py3.ipynb
5.9 kB
25 - Python - Other Python Operators/29544776-Logical-and-Identity-Operators-Solution-Py3.ipynb
3.4 kB
26 - Python - Conditional Statements/001 The IF Statement.mp4
5.3 MB
26 - Python - Conditional Statements/001 The IF Statement__en.srt
3.5 kB
26 - Python - Conditional Statements/002 The ELSE Statement.mp4
5.2 MB
26 - Python - Conditional Statements/002 The ELSE Statement__en.srt
3.1 kB
26 - Python - Conditional Statements/003 The ELIF Statement.mp4
14 MB
26 - Python - Conditional Statements/003 The ELIF Statement__en.srt
6.6 kB
26 - Python - Conditional Statements/004 A Note on Boolean Values.mp4
3.3 MB
26 - Python - Conditional Statements/004 A Note on Boolean Values__en.srt
2.9 kB
26 - Python - Conditional Statements/29544784-Introduction-to-the-If-Statement-Lecture-Py3.ipynb
1.1 kB
26 - Python - Conditional Statements/29544788-Introduction-to-the-If-Statement-Exercise-Py3.ipynb
1.5 kB
26 - Python - Conditional Statements/29544792-Introduction-to-the-If-Statement-Solution-Py3.ipynb
2.2 kB
26 - Python - Conditional Statements/29544796-Add-an-Else-Statement-Lecture-Py3.ipynb
1.8 kB
26 - Python - Conditional Statements/29544802-Add-an-Else-Statement-Exercise-Py3.ipynb
1.0 kB
26 - Python - Conditional Statements/29544804-Add-an-Else-Statement-Solution-Py3.ipynb
1.4 kB
26 - Python - Conditional Statements/29544814-Else-If-for-Brief-Elif-Lecture-Py3.ipynb
3.2 kB
26 - Python - Conditional Statements/29544818-Else-If-for-Brief-Elif-Exercise-Py3.ipynb
1.7 kB
26 - Python - Conditional Statements/29544822-Else-If-for-Brief-Elif-Solution-Py3.ipynb
2.4 kB
26 - Python - Conditional Statements/29544828-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
2.4 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
4.3 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
2.9 kB
27 - Python - Python Functions/004 How to Use a Function within a Function.mp4
3.3 MB
27 - Python - Python Functions/004 How to Use a Function within a Function__en.srt
2.1 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
3.6 kB
27 - Python - Python Functions/006 Functions Containing a Few Arguments.mp4
2.2 MB
27 - Python - Python Functions/006 Functions Containing a Few Arguments__en.srt
1.3 kB
27 - Python - Python Functions/007 Built-in Functions in Python.mp4
8.5 MB
27 - Python - Python Functions/007 Built-in Functions in Python__en.srt
4.3 kB
27 - Python - Python Functions/29544842-Defining-a-Function-in-Python-Lecture-Py3.ipynb
868 B
27 - Python - Python Functions/29544846-Creating-a-Function-with-a-Parameter-Lecture-Py3.ipynb
1.6 kB
27 - Python - Python Functions/29544848-Creating-a-Function-with-a-Parameter-Exercise-Py3.ipynb
1.2 kB
27 - Python - Python Functions/29544850-Creating-a-Function-with-a-Parameter-Solution-Py3.ipynb
1.8 kB
27 - Python - Python Functions/29544866-Another-Way-to-Define-a-Function-Lecture-Py3.ipynb
3.3 kB
27 - Python - Python Functions/29544868-Another-Way-to-Define-a-Function-Exercise-Py3.ipynb
1.2 kB
27 - Python - Python Functions/29544874-Another-Way-to-Define-a-Function-Solution-Py3.ipynb
2.0 kB
27 - Python - Python Functions/29544880-0.6.4-Using-a-Function-in-another-Function-Lecture-Py3.ipynb
1015 B
27 - Python - Python Functions/29544888-0.6.4-Using-a-Function-in-another-Function-Exercise-Py3.ipynb
1.0 kB
27 - Python - Python Functions/29544890-0.6.4-Using-a-Function-in-another-Function-Solution-Py3.ipynb
1.6 kB
27 - Python - Python Functions/29544904-Combining-Conditional-Statements-and-Functions-Lecture-Py3.ipynb
1.3 kB
27 - Python - Python Functions/29544906-Combining-Conditional-Statements-and-Functions-Exercise-Py3.ipynb
1.1 kB
27 - Python - Python Functions/29544910-Combining-Conditional-Statements-and-Functions-Solution-Py3.ipynb
1.6 kB
27 - Python - Python Functions/29544920-Creating-Functions-Containing-a-Few-Arguments-Lecture-Py3.ipynb
1.7 kB
27 - Python - Python Functions/29544922-Notable-Built-In-Functions-in-Python-Lecture-Py3.ipynb
4.5 kB
27 - Python - Python Functions/29544924-Notable-Built-In-Functions-in-Python-Exercise-Py3.ipynb
3.7 kB
27 - Python - Python Functions/29544926-Notable-Built-In-Functions-in-Python-Solution-Py3.ipynb
5.5 kB
28 - Python - Sequences/001 Lists.mp4
20 MB
28 - Python - Sequences/001 Lists__en.srt
10 kB
28 - Python - Sequences/002 Using Methods.mp4
23 MB
28 - Python - Sequences/002 Using Methods__en.srt
8.4 kB
28 - Python - Sequences/003 List Slicing.mp4
19 MB
28 - Python - Sequences/003 List Slicing__en.srt
5.2 kB
28 - Python - Sequences/004 Tuples.mp4
9.5 MB
28 - Python - Sequences/004 Tuples__en.srt
7.2 kB
28 - Python - Sequences/005 Dictionaries.mp4
25 MB
28 - Python - Sequences/005 Dictionaries__en.srt
9.1 kB
28 - Python - Sequences/29544928-Lists-Lecture-Py3.ipynb
2.7 kB
28 - Python - Sequences/29544930-Lists-Exercise-Py3.ipynb
2.1 kB
28 - Python - Sequences/29544932-Lists-Solution-Py3.ipynb
3.2 kB
28 - Python - Sequences/29544938-Help-Yourself-with-Methods-Lecture-Py3.ipynb
4.4 kB
28 - Python - Sequences/29544942-Help-Yourself-with-Methods-Exercise-Py3.ipynb
1.9 kB
28 - Python - Sequences/29544946-Help-Yourself-with-Methods-Solution-Py3.ipynb
2.8 kB
28 - Python - Sequences/29544952-List-Slicing-Lecture-Py3.ipynb
5.0 kB
28 - Python - Sequences/29544956-List-Slicing-Exercise-Py3.ipynb
2.8 kB
28 - Python - Sequences/29544960-List-Slicing-Solution-Py3.ipynb
4.3 kB
28 - Python - Sequences/29544972-Tuples-Lecture-Py3.ipynb
2.9 kB
28 - Python - Sequences/29544976-Tuples-Exercise-Py3.ipynb
2.1 kB
28 - Python - Sequences/29544978-Tuples-Solution-Py3.ipynb
4.6 kB
28 - Python - Sequences/29544988-Dictionaries-Lecture-Py3.ipynb
4.4 kB
28 - Python - Sequences/29544992-Dictionaries-Exercise-Py3.ipynb
2.9 kB
28 - Python - Sequences/29544994-Dictionaries-Solution-Py3.ipynb
6.2 kB
29 - Python - Iterations/001 For Loops.mp4
24 MB
29 - Python - Iterations/001 For Loops__en.srt
6.7 kB
29 - Python - Iterations/002 While Loops and Incrementing.mp4
20 MB
29 - Python - Iterations/002 While Loops and Incrementing__en.srt
6.2 kB
29 - Python - Iterations/003 Lists with the range() Function.mp4
14 MB
29 - Python - Iterations/003 Lists with the range() Function__en.srt
8.0 kB
29 - Python - Iterations/004 Conditional Statements and Loops.mp4
22 MB
29 - Python - Iterations/004 Conditional Statements and Loops__en.srt
7.7 kB
29 - Python - Iterations/005 Conditional Statements, Functions, and Loops.mp4
2.9 MB
29 - Python - Iterations/005 Conditional Statements, Functions, and Loops__en.srt
2.3 kB
29 - Python - Iterations/006 How to Iterate over Dictionaries.mp4
16 MB
29 - Python - Iterations/006 How to Iterate over Dictionaries__en.srt
7.6 kB
29 - Python - Iterations/29545008-For-Loops-Lecture-Py3.ipynb
1.3 kB
29 - Python - Iterations/29545010-For-Loops-Exercise-Py3.ipynb
1.3 kB
29 - Python - Iterations/29545018-For-Loops-Solution-Py3.ipynb
1.8 kB
29 - Python - Iterations/29545028-While-Loops-and-Incrementing-Lecture-Py3.ipynb
1.1 kB
29 - Python - Iterations/29545030-While-Loops-and-Incrementing-Exercise-Py3.ipynb
1.1 kB
29 - Python - Iterations/29545032-While-Loops-and-Incrementing-Solution-Py3.ipynb
1.7 kB
29 - Python - Iterations/29545042-Create-Lists-with-the-range-Function-Lecture-Py3.ipynb
1.3 kB
29 - Python - Iterations/29545046-Create-Lists-with-the-range-Function-Exercise-Py3.ipynb
1.5 kB
29 - Python - Iterations/29545048-Create-Lists-with-the-range-Function-Solution-Py3.ipynb
2.3 kB
29 - Python - Iterations/29545058-Use-Conditional-Statements-and-Loops-Together-Lecture-Py3.ipynb
1.9 kB
29 - Python - Iterations/29545070-Use-Conditional-Statements-and-Loops-Together-Exercise-Py3.ipynb
2.1 kB
29 - Python - Iterations/29545074-Use-Conditional-Statements-and-Loops-Together-Solution-Py3.ipynb
3.0 kB
29 - Python - Iterations/29545092-All-In-Lecture-Py3.ipynb
1.6 kB
29 - Python - Iterations/29545100-All-In-Exercise-Py3.ipynb
1.3 kB
29 - Python - Iterations/29545102-All-In-Solution-Py3.ipynb
1.9 kB
29 - Python - Iterations/29545116-Iterating-over-Dictionaries-Lecture-Py3.ipynb
1.1 kB
29 - Python - Iterations/29545118-Iterating-over-Dictionaries-Exercise-Py3.ipynb
2.2 kB
29 - Python - Iterations/29545120-Iterating-over-Dictionaries-Solution-Py3.ipynb
2.9 kB
30 - Python - Advanced Python Tools/001 Object Oriented Programming.mp4
8.4 MB
30 - Python - Advanced Python Tools/001 Object Oriented Programming__en.srt
6.1 kB
30 - Python - Advanced Python Tools/002 Modules and Packages.mp4
1.7 MB
30 - Python - Advanced Python Tools/002 Modules and Packages__en.srt
1.3 kB
30 - Python - Advanced Python Tools/003 What is the Standard Library_.mp4
4.9 MB
30 - Python - Advanced Python Tools/003 What is the Standard Library___en.srt
3.7 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
4.4 kB
31 - Part 5_ Advanced Statistical Methods in Python/001 Introduction to Regression Analysis.mp4
2.9 MB
31 - Part 5_ Advanced Statistical Methods in Python/001 Introduction to Regression Analysis__en.srt
2.2 kB
31 - Part 5_ Advanced Statistical Methods in Python/22685780-Course-notes-regression-analysis.pdf
312 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/001 The Linear Regression Model.mp4
13 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/001 The Linear Regression Model__en.srt
6.8 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/002 Correlation vs Regression.mp4
3.7 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/002 Correlation vs Regression__en.srt
2.0 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/003 Geometrical Representation of the Linear Regression Model.mp4
1.8 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/003 Geometrical Representation of the Linear Regression Model__en.srt
1.7 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
4.6 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/004 Python Packages Installation_en.vtt
4.7 kB
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
7.9 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/007 Using Seaborn for Graphs.mp4
7.4 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/007 Using Seaborn for Graphs__en.srt
1.5 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
6.6 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/009 Decomposition of Variability.mp4
8.6 MB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/009 Decomposition of Variability__en.srt
4.2 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
3.8 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
6.7 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/22685784-Course-notes-regression-analysis.pdf
312 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/29587970-1.01.Simple-linear-regression.csv
922 B
32 - Advanced Statistical Methods - Linear Regression with StatsModels/29587976-Simple-linear-regression.ipynb
3.8 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/29588016-Simple-linear-regression-with-comments.ipynb
4.1 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/29588022-real-estate-price-size.csv
1.9 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/29588024-Simple-Linear-Regression-Exercise-Solution.ipynb
3.6 kB
32 - Advanced Statistical Methods - Linear Regression with StatsModels/29588026-Simple-Linear-Regression-Exercise.ipynb
2.8 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/001 Multiple Linear Regression.mp4
5.5 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/001 Multiple Linear Regression__en.srt
3.3 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
7.6 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/004 Test for Significance of the Model (F-Test).mp4
5.9 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/004 Test for Significance of the Model (F-Test)__en.srt
2.6 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/005 OLS Assumptions.mp4
5.1 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/005 OLS Assumptions__en.srt
3.0 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/006 A1_ Linearity.mp4
2.7 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/006 A1_ Linearity__en.srt
2.4 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/007 A2_ No Endogeneity.mp4
9.0 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/007 A2_ No Endogeneity__en.srt
5.3 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
6.6 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/009 A4_ No Autocorrelation.mp4
7.7 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/009 A4_ No Autocorrelation__en.srt
4.8 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/010 A5_ No Multicollinearity.mp4
7.4 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/010 A5_ No Multicollinearity__en.srt
4.7 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/011 Dealing with Categorical Data - Dummy Variables.mp4
35 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/011 Dealing with Categorical Data - Dummy Variables__en.srt
8.2 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/013 Making Predictions with the Linear Regression.mp4
16 MB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/013 Making Predictions with the Linear Regression__en.srt
4.5 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588058-1.02.Multiple-linear-regression.csv
1.1 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588064-Multiple-linear-regression-and-Adjusted-R-squared.ipynb
2.1 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588066-Multiple-linear-regression-and-Adjusted-R-squared-with-comments.ipynb
2.8 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588068-Multiple-Linear-Regression-Exercise-Solution.ipynb
13 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588072-Multiple-Linear-Regression-Exercise.ipynb
2.5 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588076-real-estate-price-size-year.csv
2.4 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588090-1.03.Dummies.csv
1.2 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588094-Dummy-Variables.ipynb
4.6 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588120-Dummy-variables-with-comments.ipynb
7.1 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588124-Multiple-Linear-Regression-with-Dummies-Exercise-Solution.ipynb
18 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588128-Multiple-Linear-Regression-with-Dummies-Exercise.ipynb
3.0 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588130-real-estate-price-size-year-view.csv
3.4 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588138-Making-predictions.ipynb
5.8 kB
33 - Advanced Statistical Methods - Multiple Linear Regression with StatsModels/29588142-Making-predictions-with-comments.ipynb
9.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/001 What is sklearn and How is it Different from Other Packages.mp4
6.2 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/001 What is sklearn and How is it Different from Other Packages__en.srt
3.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/002 How are we Going to Approach this Section_.mp4
4.0 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/002 How are we Going to Approach this Section___en.srt
1.6 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/002 How are we Going to Approach this Section__en.vtt
2.6 kB
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
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/003 Simple Linear Regression with sklearn_en.vtt
6.7 kB
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
0 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/004 Simple Linear Regression with sklearn - A StatsModels-like Summary Table_en.vtt
6.1 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/007 Multiple Linear Regression with sklearn.mp4
9.8 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/007 Multiple Linear Regression with sklearn__en.srt
1013 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/007 Multiple Linear Regression with sklearn_en.vtt
3.8 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/008 Calculating the Adjusted R-Squared in sklearn.mp4
17 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/008 Calculating the Adjusted R-Squared in sklearn__en.srt
6.6 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/010 Feature Selection (F-regression).mp4
16 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/010 Feature Selection (F-regression)__en.srt
6.7 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/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
3.0 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/014 Feature Scaling (Standardization).mp4
20 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/014 Feature Scaling (Standardization)__en.srt
7.8 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/015 Feature Selection through Standardization of Weights.mp4
27 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/015 Feature Selection through Standardization of Weights__en.srt
7.5 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/016 Predicting with the Standardized Coefficients.mp4
18 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/016 Predicting with the Standardized Coefficients__en.srt
5.8 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/018 Underfitting and Overfitting.mp4
5.7 MB
34 - Advanced Statistical Methods - Linear Regression with sklearn/018 Underfitting and Overfitting__en.srt
3.4 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
9.8 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588160-1.01.Simple-linear-regression.csv
922 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588164-sklearn-Simple-Linear-Regression.ipynb
4.9 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588166-sklearn-Simple-Linear-Regression-with-comments.ipynb
6.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588200-1.01.Simple-linear-regression.csv
922 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588206-sklearn-Simple-Linear-Regression.ipynb
26 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588208-sklearn-Simple-Linear-Regression-with-comments.ipynb
28 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588240-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588244-sklearn-Multiple-Linear-Regression.ipynb
7.8 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588246-sklearn-Multiple-Linear-Regression-with-comments.ipynb
8.7 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588306-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588310-sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared.ipynb
9.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588312-sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared-with-comments.ipynb
10 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588320-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588324-sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared-Exercise-Solution.ipynb
10 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588328-sklearn-Multiple-Linear-Regression-and-Adjusted-R-squared-Exercise.ipynb
9.8 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588334-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588340-sklearn-Feature-Selection-with-F-regression.ipynb
10 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588342-sklearn-Feature-Selection-with-F-regression-with-comments.ipynb
13 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588350-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588358-sklearn-How-to-properly-include-p-values.ipynb
13 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588366-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588370-sklearn-Multiple-Linear-Regression-Summary-Table.ipynb
14 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588372-sklearn-Multiple-Linear-Regression-Summary-Table-with-comments.ipynb
17 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588378-real-estate-price-size-year.csv
2.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588380-sklearn-Multiple-Linear-Regression-Exercise-Solution.ipynb
15 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588382-sklearn-Multiple-Linear-Regression-Exercise.ipynb
5.7 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588388-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588392-sklearn-Feature-Selection-through-Feature-Scaling-Standardization-Part-1.ipynb
12 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588394-SKLEAR-1.IPY
13 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588398-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588400-sklearn-Feature-Selection-through-Feature-Scaling-Standardization-Part-2.ipynb
15 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588412-SKLEAR-1.IPY
17 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588414-1.02.Multiple-linear-regression.csv
1.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588416-sklearn-Making-Predictions-with-the-Standardized-Coefficients.ipynb
30 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588422-sklearn-Making-Predictions-with-the-Standardized-Coefficients-with-comments.ipynb
22 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588430-real-estate-price-size-year.csv
2.4 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588432-sklearn-Feature-Scaling-Exercise-Solution.ipynb
16 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588434-sklearn-Feature-Scaling-Exercise.ipynb
6.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588436-sklearn-Train-Test-Split.ipynb
7.2 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/29588440-sklearn-Train-Test-Split-with-comments.ipynb
9.0 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/33130180-real-estate-price-size.csv
1.9 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/33130182-Simple-Linear-Regression-with-sklearn-Exercise.ipynb
4.1 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/33130186-Simple-Linear-Regression-with-sklearn-Exercise-Solution.ipynb
27 kB
34 - Advanced Statistical Methods - Linear Regression with sklearn/GetFreeCourses.Co.url
116 B
34 - Advanced Statistical Methods - Linear Regression with sklearn/How you can help GetFreeCourses.Co.txt
182 B
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
15 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
5.0 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/002 Practical Example_ Linear Regression (Part 2)_en.vtt
7.1 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
6.9 MB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/004 Practical Example_ Linear Regression (Part 3)__en.srt
4.2 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/006 Practical Example_ Linear Regression (Part 4).mp4
30 MB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/006 Practical Example_ Linear Regression (Part 4)__en.srt
12 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 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
10 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/009 Linear Regression - Exercise.html
497 B
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588446-1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588452-sklearn-Linear-Regression-Practical-Example-Part-1.ipynb
167 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588454-sklearn-Linear-Regression-Practical-Example-Part-1-with-comments.ipynb
171 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588460-1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588462-sklearn-Linear-Regression-Practical-Example-Part-2.ipynb
329 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588466-sklearn-Linear-Regression-Practical-Example-Part-2-with-comments.ipynb
336 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588552-sklearn-Linear-Regression-Practical-Example-Part-3.ipynb
344 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588558-sklearn-Linear-Regression-Practical-Example-Part-3-with-comments.ipynb
352 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588598-1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588602-sklearn-Dummies-and-VIF-Exercise-Solution.ipynb
370 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588604-sklearn-Dummies-and-VIF-Exercise.ipynb
345 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588606-1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588612-sklearn-Linear-Regression-Practical-Example-Part-4.ipynb
397 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588618-sklearn-Linear-Regression-Practical-Example-Part-4-with-comments.ipynb
408 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588624-1.04.Real-life-example.csv
220 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588626-sklearn-Linear-Regression-Practical-Example-Part-5.ipynb
698 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/29588630-sklearn-Linear-Regression-Practical-Example-Part-5-with-comments.ipynb
711 kB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/external-assets-links.txt
130 B
36 - Advanced Statistical Methods - Logistic Regression/001 Introduction to Logistic Regression.mp4
4.4 MB
36 - Advanced Statistical Methods - Logistic Regression/001 Introduction to Logistic Regression__en.srt
1.7 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
5.9 kB
36 - Advanced Statistical Methods - Logistic Regression/003 Logistic vs Logit Function.mp4
44 MB
36 - Advanced Statistical Methods - Logistic Regression/003 Logistic vs Logit Function__en.srt
4.9 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
3.4 kB
36 - Advanced Statistical Methods - Logistic Regression/005 Building a Logistic Regression - Exercise.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/006 An Invaluable Coding Tip.mp4
17 MB
36 - Advanced Statistical Methods - Logistic Regression/006 An Invaluable Coding Tip__en.srt
3.1 kB
36 - Advanced Statistical Methods - Logistic Regression/007 Understanding Logistic Regression Tables.mp4
13 MB
36 - Advanced Statistical Methods - Logistic Regression/007 Understanding Logistic Regression Tables__en.srt
5.5 kB
36 - Advanced Statistical Methods - Logistic Regression/008 Understanding Logistic Regression Tables - Exercise.html
87 B
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
5.1 kB
36 - Advanced Statistical Methods - Logistic Regression/010 Binary Predictors in a Logistic Regression.mp4
18 MB
36 - Advanced Statistical Methods - Logistic Regression/010 Binary Predictors in a Logistic Regression__en.srt
5.7 kB
36 - Advanced Statistical Methods - Logistic Regression/011 Binary Predictors in a Logistic Regression - Exercise.html
87 B
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
4.4 kB
36 - Advanced Statistical Methods - Logistic Regression/013 Calculating the Accuracy of the Model.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/014 Underfitting and Overfitting.mp4
7.3 MB
36 - Advanced Statistical Methods - Logistic Regression/014 Underfitting and Overfitting__en.srt
4.9 kB
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
6.5 kB
36 - Advanced Statistical Methods - Logistic Regression/016 Testing the Model - Exercise.html
87 B
36 - Advanced Statistical Methods - Logistic Regression/15451783-Example-bank-data.csv
6.2 kB
36 - Advanced Statistical Methods - Logistic Regression/15451889-Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/15451939-Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/15451967-Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/15452033-Bank-data.csv
20 kB
36 - Advanced Statistical Methods - Logistic Regression/15452035-Bank-data-testing.csv
8.3 kB
36 - Advanced Statistical Methods - Logistic Regression/23412976-Course-Notes-Logistic-Regression.pdf
335 kB
36 - Advanced Statistical Methods - Logistic Regression/23413016-Course-Notes-Logistic-Regression.pdf
335 kB
36 - Advanced Statistical Methods - Logistic Regression/29588638-2.01.Admittance.csv
1.6 kB
36 - Advanced Statistical Methods - Logistic Regression/29588642-Admittance.ipynb
3.5 kB
36 - Advanced Statistical Methods - Logistic Regression/29588644-Admittance-with-comments.ipynb
5.3 kB
36 - Advanced Statistical Methods - Logistic Regression/29588660-Admittance-regression-tables-fixed-error.ipynb
4.1 kB
36 - Advanced Statistical Methods - Logistic Regression/29588666-Admittance-regression.ipynb
2.1 kB
36 - Advanced Statistical Methods - Logistic Regression/29588668-Admittance-regression-summary-error.ipynb
2.5 kB
36 - Advanced Statistical Methods - Logistic Regression/29588676-Building-a-Logistic-Regression-Exercise.ipynb
2.9 kB
36 - Advanced Statistical Methods - Logistic Regression/29588678-Building-a-Logistic-Regression-Solution.ipynb
4.4 kB
36 - Advanced Statistical Methods - Logistic Regression/29588694-Understanding-Logistic-Regression-Tables-Exercise.ipynb
3.2 kB
36 - Advanced Statistical Methods - Logistic Regression/29588700-Understanding-Logistic-Regression-Tables-Solution.ipynb
4.8 kB
36 - Advanced Statistical Methods - Logistic Regression/29588712-2.02.Binary-predictors.csv
2.6 kB
36 - Advanced Statistical Methods - Logistic Regression/29588716-Binary-predictors.ipynb
2.4 kB
36 - Advanced Statistical Methods - Logistic Regression/29588826-Binary-Predictors-in-a-Logistic-Regression-Exercise.ipynb
2.5 kB
36 - Advanced Statistical Methods - Logistic Regression/29588832-Binary-Predictors-in-a-Logistic-Regression-Solution.ipynb
4.5 kB
36 - Advanced Statistical Methods - Logistic Regression/29588838-Accuracy.ipynb
3.6 kB
36 - Advanced Statistical Methods - Logistic Regression/29588842-Accuracy-with-comments.ipynb
12 kB
36 - Advanced Statistical Methods - Logistic Regression/29588854-Calculating-the-Accuracy-of-the-Model-Exercise.ipynb
5.4 kB
36 - Advanced Statistical Methods - Logistic Regression/29588856-Calculating-the-Accuracy-of-the-Model-Solution.ipynb
81 kB
36 - Advanced Statistical Methods - Logistic Regression/29588864-Testing-the-model.ipynb
5.8 kB
36 - Advanced Statistical Methods - Logistic Regression/29588872-2.03.Test-dataset.csv
322 B
36 - Advanced Statistical Methods - Logistic Regression/29588876-Testing-the-model-with-comments.ipynb
7.6 kB
36 - Advanced Statistical Methods - Logistic Regression/29588894-Testing-the-Model-Exercise.ipynb
6.8 kB
36 - Advanced Statistical Methods - Logistic Regression/29588898-Testing-the-Model-Solution.ipynb
111 kB
37 - Advanced Statistical Methods - Cluster Analysis/001 Introduction to Cluster Analysis.mp4
11 MB
37 - Advanced Statistical Methods - Cluster Analysis/001 Introduction to Cluster Analysis__en.srt
4.8 kB
37 - Advanced Statistical Methods - Cluster Analysis/002 Some Examples of Clusters.mp4
35 MB
37 - Advanced Statistical Methods - Cluster Analysis/002 Some Examples of Clusters__en.srt
6.2 kB
37 - Advanced Statistical Methods - Cluster Analysis/003 Difference between Classification and Clustering.mp4
9.5 MB
37 - Advanced Statistical Methods - Cluster Analysis/003 Difference between Classification and Clustering__en.srt
3.3 kB
37 - Advanced Statistical Methods - Cluster Analysis/004 Math Prerequisites.mp4
4.5 MB
37 - Advanced Statistical Methods - Cluster Analysis/004 Math Prerequisites__en.srt
4.2 kB
37 - Advanced Statistical Methods - Cluster Analysis/23413656-Course-Notes-Cluster-Analysis.pdf
209 kB
37 - Advanced Statistical Methods - Cluster Analysis/23413662-Course-Notes-Cluster-Analysis.pdf
209 kB
38 - Advanced Statistical Methods - K-Means Clustering/001 K-Means Clustering.mp4
10 MB
38 - Advanced Statistical Methods - K-Means Clustering/001 K-Means Clustering__en.srt
6.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/002 A Simple Example of Clustering.mp4
26 MB
38 - Advanced Statistical Methods - K-Means Clustering/002 A Simple Example of Clustering__en.srt
902 B
38 - Advanced Statistical Methods - K-Means Clustering/002 A Simple Example of Clustering_en.vtt
8.3 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/004 Clustering Categorical Data.mp4
10 MB
38 - Advanced Statistical Methods - K-Means Clustering/004 Clustering Categorical Data__en.srt
3.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/005 Clustering Categorical Data - Exercise.html
87 B
38 - Advanced Statistical Methods - K-Means Clustering/006 How to Choose the Number of Clusters.mp4
20 MB
38 - Advanced Statistical Methods - K-Means Clustering/006 How to Choose the Number of Clusters__en.srt
7.4 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/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
2.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/008 Pros and Cons of K-Means Clustering_en.vtt
4.1 kB
38 - Advanced Statistical Methods - K-Means Clustering/009 To Standardize or not to Standardize.mp4
10 MB
38 - Advanced Statistical Methods - K-Means Clustering/009 To Standardize or not to Standardize__en.srt
6.1 kB
38 - Advanced Statistical Methods - K-Means Clustering/010 Relationship between Clustering and Regression.mp4
2.4 MB
38 - Advanced Statistical Methods - K-Means Clustering/010 Relationship between Clustering and Regression__en.srt
2.2 kB
38 - Advanced Statistical Methods - K-Means Clustering/011 Market Segmentation with Cluster Analysis (Part 1).mp4
21 MB
38 - Advanced Statistical Methods - K-Means Clustering/011 Market Segmentation with Cluster Analysis (Part 1)__en.srt
7.3 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
9.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/013 How is Clustering Useful_.mp4
36 MB
38 - Advanced Statistical Methods - K-Means Clustering/013 How is Clustering Useful___en.srt
6.5 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/015 EXERCISE_ Species Segmentation with Cluster Analysis (Part 2).html
87 B
38 - Advanced Statistical Methods - K-Means Clustering/15452987-Categorical.csv
10 kB
38 - Advanced Statistical Methods - K-Means Clustering/15453017-Countries-exercise.csv
8.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/15453029-iris-dataset.csv
2.4 kB
38 - Advanced Statistical Methods - K-Means Clustering/15453055-iris-dataset.csv
2.4 kB
38 - Advanced Statistical Methods - K-Means Clustering/15453059-iris-with-answers.csv
3.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588934-3.01.Country-clusters.csv
200 B
38 - Advanced Statistical Methods - K-Means Clustering/29588936-Country-clusters.ipynb
3.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588940-Country-clusters-with-comments.ipynb
5.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588950-Countries-exercise.csv
8.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588952-A-Simple-Example-of-Clustering-Exercise.ipynb
3.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588954-A-Simple-Example-of-Clustering-Solution.ipynb
4.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588960-Categorical-data.ipynb
3.3 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588968-Categorical-data-with-comments.ipynb
5.6 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588982-Clustering-Categorical-Data-Exercise.ipynb
3.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588986-Clustering-Categorical-Data-Solution.ipynb
4.9 kB
38 - Advanced Statistical Methods - K-Means Clustering/29588998-Selecting-the-number-of-clusters.ipynb
4.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589000-Selecting-the-number-of-clusters-with-comments.ipynb
7.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589006-How-to-Choose-the-Number-of-Clusters-Exercise.ipynb
5.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589008-How-to-Choose-the-Number-of-Clusters-Solution.ipynb
8.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589020-Market-segmentation-example.ipynb
3.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589022-Market-segmentation-example-with-comments.ipynb
5.9 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589028-3.12.Example.csv
283 B
38 - Advanced Statistical Methods - K-Means Clustering/29589036-Market-segmentation-example-Part2.ipynb
4.7 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589038-Market-segmentation-example-Part2-with-comments.ipynb
6.8 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589044-Species-Segmentation-with-Cluster-Analysis-Part-1-Exercise.ipynb
4.5 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589048-Species-Segmentation-with-Cluster-Analysis-Part-1-Solution.ipynb
7.4 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589052-Species-Segmentation-with-Cluster-Analysis-Part-2-Exercise.ipynb
11 kB
38 - Advanced Statistical Methods - K-Means Clustering/29589056-Species-Segmentation-with-Cluster-Analysis-Part-2-Solution.ipynb
15 kB
39 - Advanced Statistical Methods - Other Types of Clustering/001 Types of Clustering.mp4
7.6 MB
39 - Advanced Statistical Methods - Other Types of Clustering/001 Types of Clustering__en.srt
4.7 kB
39 - Advanced Statistical Methods - Other Types of Clustering/002 Dendrogram.mp4
17 MB
39 - Advanced Statistical Methods - Other Types of Clustering/002 Dendrogram__en.srt
7.3 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
6.2 kB
39 - Advanced Statistical Methods - Other Types of Clustering/29589066-Heatmaps.ipynb
1.8 kB
39 - Advanced Statistical Methods - Other Types of Clustering/29589070-Heatmaps-with-comments.ipynb
18 kB
39 - Advanced Statistical Methods - Other Types of Clustering/29589074-Country-clusters-standardized.csv
244 B
40 - Part 6_ Mathematics/001 What is a Matrix_.mp4
12 MB
40 - Part 6_ Mathematics/001 What is a Matrix___en.srt
4.4 kB
40 - Part 6_ Mathematics/002 Scalars and Vectors.mp4
8.4 MB
40 - Part 6_ Mathematics/002 Scalars and Vectors__en.srt
3.8 kB
40 - Part 6_ Mathematics/003 Linear Algebra and Geometry.mp4
14 MB
40 - Part 6_ Mathematics/003 Linear Algebra and Geometry__en.srt
4.1 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
6.0 kB
40 - Part 6_ Mathematics/005 What is a Tensor_.mp4
12 MB
40 - Part 6_ Mathematics/005 What is a Tensor___en.srt
3.7 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
4.0 kB
40 - Part 6_ Mathematics/007 Errors when Adding Matrices.mp4
3.3 MB
40 - Part 6_ Mathematics/007 Errors when Adding Matrices__en.srt
2.6 kB
40 - Part 6_ Mathematics/008 Transpose of a Matrix.mp4
20 MB
40 - Part 6_ Mathematics/008 Transpose of a Matrix__en.srt
5.7 kB
40 - Part 6_ Mathematics/009 Dot Product.mp4
11 MB
40 - Part 6_ Mathematics/009 Dot Product__en.srt
4.3 kB
40 - Part 6_ Mathematics/010 Dot Product of Matrices.mp4
26 MB
40 - Part 6_ Mathematics/010 Dot Product of Matrices__en.srt
9.6 kB
40 - Part 6_ Mathematics/011 Why is Linear Algebra Useful_.mp4
86 MB
40 - Part 6_ Mathematics/011 Why is Linear Algebra Useful___en.srt
12 kB
40 - Part 6_ Mathematics/29589122-Scalars-Vectors-and-Matrices.ipynb
4.5 kB
40 - Part 6_ Mathematics/29589126-Tensors.ipynb
2.1 kB
40 - Part 6_ Mathematics/29589134-Adding-and-subtracting-matrices.ipynb
3.2 kB
40 - Part 6_ Mathematics/29589174-Errors-when-adding-scalars-vectors-and-matrices-in-Python.ipynb
3.2 kB
40 - Part 6_ Mathematics/29589180-Tranpose-of-a-matrix.ipynb
2.9 kB
40 - Part 6_ Mathematics/29589188-Dot-product.ipynb
2.1 kB
40 - Part 6_ Mathematics/29589194-Dot-product-Part-2.ipynb
3.6 kB
41 - Part 7_ Deep Learning/001 What to Expect from this Part_.mp4
7.6 MB
41 - Part 7_ Deep Learning/001 What to Expect from this Part___en.srt
4.6 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
6.1 kB
42 - Deep Learning - Introduction to Neural Networks/002 Training the Model.mp4
7.6 MB
42 - Deep Learning - Introduction to Neural Networks/002 Training the Model__en.srt
4.4 kB
42 - Deep Learning - Introduction to Neural Networks/003 Types of Machine Learning.mp4
9.8 MB
42 - Deep Learning - Introduction to Neural Networks/003 Types of Machine Learning__en.srt
5.3 kB
42 - Deep Learning - Introduction to Neural Networks/004 The Linear Model (Linear Algebraic Version).mp4
7.9 MB
42 - Deep Learning - Introduction to Neural Networks/004 The Linear Model (Linear Algebraic Version)__en.srt
3.9 kB
42 - Deep Learning - Introduction to Neural Networks/005 The Linear Model with Multiple Inputs.mp4
7.8 MB
42 - Deep Learning - Introduction to Neural Networks/005 The Linear Model with Multiple Inputs__en.srt
3.2 kB
42 - Deep Learning - Introduction to Neural Networks/006 The Linear model with Multiple Inputs and Multiple Outputs.mp4
16 MB
42 - Deep Learning - Introduction to Neural Networks/006 The Linear model with Multiple Inputs and Multiple Outputs__en.srt
5.4 kB
42 - Deep Learning - Introduction to Neural Networks/007 Graphical Representation of Simple Neural Networks.mp4
6.4 MB
42 - Deep Learning - Introduction to Neural Networks/007 Graphical Representation of Simple Neural Networks__en.srt
2.8 kB
42 - Deep Learning - Introduction to Neural Networks/008 What is the Objective Function_.mp4
6.0 MB
42 - Deep Learning - Introduction to Neural Networks/008 What is the Objective Function___en.srt
2.1 kB
42 - Deep Learning - Introduction to Neural Networks/009 Common Objective Functions_ L2-norm Loss.mp4
4.5 MB
42 - Deep Learning - Introduction to Neural Networks/009 Common Objective Functions_ L2-norm Loss__en.srt
2.8 kB
42 - Deep Learning - Introduction to Neural Networks/010 Common Objective Functions_ Cross-Entropy Loss.mp4
9.7 MB
42 - Deep Learning - Introduction to Neural Networks/010 Common Objective Functions_ Cross-Entropy Loss__en.srt
5.6 kB
42 - Deep Learning - Introduction to Neural Networks/011 Optimization Algorithm_ 1-Parameter Gradient Descent.mp4
23 MB
42 - Deep Learning - Introduction to Neural Networks/011 Optimization Algorithm_ 1-Parameter Gradient Descent__en.srt
8.8 kB
42 - Deep Learning - Introduction to Neural Networks/012 Optimization Algorithm_ n-Parameter Gradient Descent.mp4
16 MB
42 - Deep Learning - Introduction to Neural Networks/012 Optimization Algorithm_ n-Parameter Gradient Descent__en.srt
7.8 kB
42 - Deep Learning - Introduction to Neural Networks/16752952-Course-Notes-Section-2.pdf
578 kB
42 - Deep Learning - Introduction to Neural Networks/16752958-Course-Notes-Section-2.pdf
578 kB
42 - Deep Learning - Introduction to Neural Networks/17187788-GD-function-example.xlsx
42 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Basic NN Example (Part 1).mp4
5.1 MB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/001 Basic NN Example (Part 1)__en.srt
4.5 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
6.9 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
4.4 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/004 Basic NN Example (Part 4).mp4
30 MB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/004 Basic NN Example (Part 4)__en.srt
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/13070602-Shortcuts-for-Jupyter.pdf
619 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589208-Minimal-example-Part-1.ipynb
1.2 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589218-Minimal-example-Part-2.ipynb
3.7 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589230-Minimal-example-Part-3.ipynb
6.8 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589236-Minimal-example-Part-4-Complete.ipynb
11 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589260-Minimal-example-All-Exercises.ipynb
13 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589266-Minimal-example-Exercise-1-Solution.ipynb
69 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589272-Minimal-example-Exercise-2-Solution.ipynb
61 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589274-Minimal-example-Exercise-3.a.Solution.ipynb
68 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589278-Minimal-example-Exercise-3.b.Solution.ipynb
68 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589280-Minimal-example-Exercise-3.c.Solution.ipynb
70 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589288-Minimal-example-Exercise-3.d.Solution.ipynb
84 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589294-Minimal-example-Exercise-4-Solution.ipynb
66 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589298-Minimal-example-Exercise-5-Solution.ipynb
69 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589302-Minimal-example-Exercise-6.ipynb
62 kB
43 - Deep Learning - How to Build a Neural Network from Scratch with NumPy/29589304-Minimal-example-Exercise-6-Solution.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
6.5 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
1.5 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/002 TensorFlow Outline and Comparison with Other Libraries_en.vtt
4.7 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
3.8 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/004 A Note on TensorFlow 2 Syntax.mp4
2.3 MB
44 - Deep Learning - TensorFlow 2.0_ Introduction/004 A Note on TensorFlow 2 Syntax__en.srt
1.4 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/005 Types of File Formats Supporting TensorFlow.mp4
7.2 MB
44 - Deep Learning - TensorFlow 2.0_ Introduction/005 Types of File Formats Supporting TensorFlow__en.srt
3.6 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
8.0 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/007 Interpreting the Result and Extracting the Weights and Bias.mp4
14 MB
44 - Deep Learning - TensorFlow 2.0_ Introduction/007 Interpreting the Result and Extracting the Weights and Bias__en.srt
6.3 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
4.2 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/13070604-Shortcuts-for-Jupyter.pdf
619 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589774-TensorFlow-Minimal-example-Part1.ipynb
1.7 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589782-TensorFlow-Minimal-example-Part2.ipynb
9.1 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589788-TensorFlow-Minimal-example-Part3.ipynb
76 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589804-TensorFlow-Minimal-example-complete.ipynb
77 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589808-TensorFlow-Minimal-example-complete-with-comments.ipynb
82 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589822-TensorFlow-Minimal-example-All-exercises.ipynb
84 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589824-TensorFlow-Minimal-example-Exercise-1-Solution.ipynb
28 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589828-TensorFlow-Minimal-Example-Exercise-2-1-Solution.ipynb
84 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589834-TensorFlow-Minimal-Example-Exercise-2-2-Solution.ipynb
78 kB
44 - Deep Learning - TensorFlow 2.0_ Introduction/29589836-TensorFlow-Minimal-Example-Exercise-3-Solution.ipynb
84 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/001 What is a Layer_.mp4
3.5 MB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/001 What is a Layer___en.srt
2.4 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/002 What is a Deep Net_.mp4
11 MB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/002 What is a Deep Net___en.srt
3.3 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/003 Digging into a Deep Net.mp4
19 MB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/003 Digging into a Deep Net__en.srt
6.7 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/004 Non-Linearities and their Purpose.mp4
9.7 MB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/004 Non-Linearities and their Purpose__en.srt
3.8 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/005 Activation Functions.mp4
8.5 MB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/005 Activation Functions__en.srt
5.3 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/006 Activation Functions_ Softmax Activation.mp4
8.4 MB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/006 Activation Functions_ Softmax Activation__en.srt
4.5 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
4.5 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/008 Backpropagation Picture.mp4
7.7 MB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/008 Backpropagation Picture__en.srt
4.3 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/13070016-Course-Notes-Section-6.pdf
936 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/13070018-Course-Notes-Section-6.pdf
936 kB
45 - Deep Learning - Digging Deeper into NNs_ Introducing Deep Neural Networks/21993772-Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf
182 kB
46 - Deep Learning - Overfitting/001 What is Overfitting_.mp4
10 MB
46 - Deep Learning - Overfitting/001 What is Overfitting___en.srt
5.7 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
2.7 kB
46 - Deep Learning - Overfitting/003 What is Validation_.mp4
8.1 MB
46 - Deep Learning - Overfitting/003 What is Validation___en.srt
4.9 kB
46 - Deep Learning - Overfitting/004 Training, Validation, and Test Datasets.mp4
7.7 MB
46 - Deep Learning - Overfitting/004 Training, Validation, and Test Datasets__en.srt
3.4 kB
46 - Deep Learning - Overfitting/005 N-Fold Cross Validation.mp4
5.1 MB
46 - Deep Learning - Overfitting/005 N-Fold Cross Validation__en.srt
4.3 kB
46 - Deep Learning - Overfitting/006 Early Stopping or When to Stop Training.mp4
8.5 MB
46 - Deep Learning - Overfitting/006 Early Stopping or When to Stop Training__en.srt
6.8 kB
47 - Deep Learning - Initialization/001 What is Initialization_.mp4
17 MB
47 - Deep Learning - Initialization/001 What is Initialization___en.srt
3.6 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
3.8 kB
47 - Deep Learning - Initialization/003 State-of-the-Art Method - (Xavier) Glorot Initialization.mp4
4.2 MB
47 - Deep Learning - Initialization/003 State-of-the-Art Method - (Xavier) Glorot Initialization__en.srt
3.7 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/001 Stochastic Gradient Descent.mp4
7.6 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/001 Stochastic Gradient Descent__en.srt
4.7 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/002 Problems with Gradient Descent.mp4
3.5 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/002 Problems with Gradient Descent__en.srt
2.9 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/003 Momentum.mp4
5.0 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/003 Momentum__en.srt
3.6 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/004 Learning Rate Schedules, or How to Choose the Optimal Learning Rate.mp4
12 MB
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
6.1 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/005 Learning Rate Schedules Visualized.mp4
2.3 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/005 Learning Rate Schedules Visualized__en.srt
2.1 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/006 Adaptive Learning Rate Schedules (AdaGrad and RMSprop ).mp4
8.2 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/006 Adaptive Learning Rate Schedules (AdaGrad and RMSprop )__en.srt
5.2 kB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/007 Adam (Adaptive Moment Estimation).mp4
6.9 MB
48 - Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/007 Adam (Adaptive Moment Estimation)__en.srt
3.4 kB
49 - Deep Learning - Preprocessing/001 Preprocessing Introduction.mp4
9.0 MB
49 - Deep Learning - Preprocessing/001 Preprocessing Introduction__en.srt
3.8 kB
49 - Deep Learning - Preprocessing/002 Types of Basic Preprocessing.mp4
2.4 MB
49 - Deep Learning - Preprocessing/002 Types of Basic Preprocessing__en.srt
1.7 kB
49 - Deep Learning - Preprocessing/003 Standardization.mp4
12 MB
49 - Deep Learning - Preprocessing/003 Standardization__en.srt
6.2 kB
49 - Deep Learning - Preprocessing/004 Preprocessing Categorical Data.mp4
5.3 MB
49 - Deep Learning - Preprocessing/004 Preprocessing Categorical Data__en.srt
2.9 kB
49 - Deep Learning - Preprocessing/005 Binary and One-Hot Encoding.mp4
8.4 MB
49 - Deep Learning - Preprocessing/005 Binary and One-Hot Encoding__en.srt
4.8 kB
50 - Deep Learning - Classifying on the MNIST Dataset/001 MNIST_ The Dataset.mp4
4.1 MB
50 - Deep Learning - Classifying on the MNIST Dataset/001 MNIST_ The Dataset__en.srt
3.5 kB
50 - Deep Learning - Classifying on the MNIST Dataset/002 MNIST_ How to Tackle the MNIST.mp4
7.7 MB
50 - Deep Learning - Classifying on the MNIST Dataset/002 MNIST_ How to Tackle the MNIST__en.srt
3.8 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
3.0 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
6.6 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/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
9.5 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/008 MNIST_ Outline the Model.mp4
22 MB
50 - Deep Learning - Classifying on the MNIST Dataset/008 MNIST_ Outline the Model__en.srt
7.3 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
3.2 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
7.9 kB
50 - Deep Learning - Classifying on the MNIST Dataset/011 MNIST - Exercises.html
2.0 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
6.1 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589868-TensorFlow-MNIST-Part1-with-comments.ipynb
4.0 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589876-TensorFlow-MNIST-Part2-with-comments.ipynb
6.4 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589878-TensorFlow-MNIST-Part3-with-comments.ipynb
8.6 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589884-TensorFlow-MNIST-Part4-with-comments.ipynb
10 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589888-TensorFlow-MNIST-Part5-with-comments.ipynb
11 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589892-TensorFlow-MNIST-Part6-with-comments.ipynb
12 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589896-1.TensorFlow-MNIST-Width-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589904-2.TensorFlow-MNIST-Depth-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589908-3.TensorFlow-MNIST-Width-and-Depth-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589912-4.TensorFlow-MNIST-Activation-functions-Part-1-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589920-5.TensorFlow-MNIST-Activation-functions-Part-2-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589928-6.TensorFlow-MNIST-Batch-size-Part-1-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589932-7.TensorFlow-MNIST-Batch-size-Part-2-Solution.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589934-8.TensorFlow-MNIST-Learning-rate-Part-1-Solution.ipynb
21 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589940-9.TensorFlow-MNIST-Learning-rate-Part-2-Solution.ipynb
16 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589948-TensorFlow-MNIST-All-Exercises.ipynb
17 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589952-TensorFlow-MNIST-around-98-percent-accuracy.ipynb
15 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589956-TensorFlow-MNIST-complete.ipynb
6.8 kB
50 - Deep Learning - Classifying on the MNIST Dataset/29589960-TensorFlow-MNIST-complete-with-comments.ipynb
14 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
10 kB
51 - Deep Learning - Business Case Example/002 Business Case_ Outlining the Solution.mp4
2.2 MB
51 - Deep Learning - Business Case Example/002 Business Case_ Outlining the Solution__en.srt
1.9 kB
51 - Deep Learning - Business Case Example/003 Business Case_ Balancing the Dataset.mp4
26 MB
51 - Deep Learning - Business Case Example/003 Business Case_ Balancing the Dataset__en.srt
4.7 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
348 B
51 - Deep Learning - Business Case Example/004 Business Case_ Preprocessing the Data_en.vtt
12 kB
51 - Deep Learning - Business Case Example/005 Business Case_ Preprocessing the Data - Exercise.html
370 B
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
4.8 kB
51 - Deep Learning - Business Case Example/007 Business Case_ Load the Preprocessed Data - Exercise.html
79 B
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
6.3 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
7.9 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
2.2 kB
51 - Deep Learning - Business Case Example/012 Business Case_ Final Exercise.html
433 B
51 - Deep Learning - Business Case Example/19664156-Audiobooks-data.csv
711 kB
51 - Deep Learning - Business Case Example/29589970-TensorFlow-Audiobooks-Preprocessing.ipynb
5.6 kB
51 - Deep Learning - Business Case Example/29589978-TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
51 - Deep Learning - Business Case Example/29589984-TensorFlow-Audiobooks-Preprocessing-Exercise.ipynb
8.6 kB
51 - Deep Learning - Business Case Example/29589992-TensorFlow-Audiobooks-Preprocessing-Exercise-Solution.ipynb
10 kB
51 - Deep Learning - Business Case Example/29590000-TensorFlow-Audiobooks-Machine-Learning-Part1-with-comments.ipynb
4.6 kB
51 - Deep Learning - Business Case Example/29590002-TensorFlow-Audiobooks-Machine-Learning-Part2-with-comments.ipynb
20 kB
51 - Deep Learning - Business Case Example/29590006-TensorFlow-Audiobooks-Machine-Learning-Part3-with-comments.ipynb
10 kB
51 - Deep Learning - Business Case Example/29590012-TensorFlow-Audiobooks-Machine-Learning-with-comments.ipynb
12 kB
51 - Deep Learning - Business Case Example/29590020-TensorFlow-Audiobooks-Machine-Learning-with-comments.ipynb
12 kB
52 - Deep Learning - Conclusion/001 Summary on What You've Learned.mp4
9.7 MB
52 - Deep Learning - Conclusion/001 Summary on What You've Learned__en.srt
5.3 kB
52 - Deep Learning - Conclusion/002 What's Further out there in terms of Machine Learning.mp4
3.7 MB
52 - Deep Learning - Conclusion/002 What's Further out there in terms of Machine Learning__en.srt
2.6 kB
52 - Deep Learning - Conclusion/003 DeepMind and Deep Learning.html
1.0 kB
52 - Deep Learning - Conclusion/004 An overview of CNNs.mp4
30 MB
52 - Deep Learning - Conclusion/004 An overview of CNNs__en.srt
6.7 kB
52 - Deep Learning - Conclusion/005 An Overview of RNNs.mp4
6.8 MB
52 - Deep Learning - Conclusion/005 An Overview of RNNs__en.srt
3.8 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
5.3 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
3.7 MB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/002 How to Install TensorFlow 1__en.srt
2.7 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/002 How to Install TensorFlow 1_en.vtt
2.9 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
1.4 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/004 TensorFlow Intro_en.vtt
4.6 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/005 Actual Introduction to TensorFlow.mp4
6.2 MB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/005 Actual Introduction to TensorFlow__en.srt
2.3 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
3.3 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/007 Basic NN Example with TF_ Inputs, Outputs, Targets, Weights, Biases.mp4
28 MB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/007 Basic NN Example with TF_ Inputs, Outputs, Targets, Weights, Biases__en.srt
7.6 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
4.8 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/009 Basic NN Example with TF_ Model Output.mp4
17 MB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/009 Basic NN Example with TF_ Model Output__en.srt
7.7 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/13070608-Shortcuts-for-Jupyter.pdf
619 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29590038-5.3.TensorFlow-Minimal-example-Part-1.ipynb
3.4 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29590046-5.4.TensorFlow-Minimal-example-Part-2.ipynb
6.2 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591380-5.5.TensorFlow-Minimal-example-Part-3.ipynb
8.6 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591408-5.6.TensorFlow-Minimal-example-complete.ipynb
12 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591428-TensorFlow-Minimal-Example-All-Exercises.ipynb
14 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591432-TensorFlow-Minimal-Example-Exercise-1-Solution.ipynb
24 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591442-TensorFlow-Minimal-Example-Exercise-2-1-Solution.ipynb
26 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591444-TensorFlow-Minimal-Example-Exercise-2-2-Solution.ipynb
26 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591454-TensorFlow-Minimal-Example-Exercise-2-3-Solution.ipynb
50 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591458-TensorFlow-Minimal-Example-Exercise-2-4-Solution.ipynb
22 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591464-TensorFlow-Minimal-Example-Exercise-3-Solution.ipynb
27 kB
53 - Appendix_ Deep Learning - TensorFlow 1_ Introduction/29591468-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
4.2 MB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/001 MNIST_ What is the MNIST Dataset___en.srt
3.5 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/002 MNIST_ How to Tackle the MNIST.mp4
7.7 MB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/002 MNIST_ How to Tackle the MNIST__en.srt
3.7 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/003 MNIST_ Relevant Packages.mp4
7.9 MB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/003 MNIST_ Relevant Packages__en.srt
2.2 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
9.0 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/005 MNIST_ Loss and Optimization Algorithm.mp4
12 MB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/005 MNIST_ Loss and Optimization Algorithm__en.srt
3.6 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/006 Calculating the Accuracy of the Model.mp4
17 MB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/006 Calculating the Accuracy of the Model__en.srt
5.3 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/007 MNIST_ Batching and Early Stopping.mp4
8.7 MB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/007 MNIST_ Batching and Early Stopping__en.srt
2.8 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
9.9 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/009 MNIST_ Results and Testing.mp4
38 MB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/009 MNIST_ Results and Testing__en.srt
8.3 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/011 MNIST_ Solutions.html
2.2 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591484-12.3.TensorFlow-MNIST-with-comments-Part-1.ipynb
3.9 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591494-12.4.TensorFlow-MNIST-with-comments-Part-2.ipynb
6.1 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591504-12.5.TensorFlow-MNIST-with-comments-Part-3.ipynb
7.3 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591514-12.6.TensorFlow-MNIST-with-comments-Part-4.ipynb
7.9 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591520-12.7.TensorFlow-MNIST-with-comments-Part-5.ipynb
8.5 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591538-12.8.TensorFlow-MNIST-with-comments-Part-6.ipynb
12 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591550-12.9.TensorFlow-MNIST-with-comments.ipynb
13 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591622-TensorFlow-MNIST-Exercises-All.ipynb
16 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591632-0.TensorFlow-MNIST-take-note-of-time-Solution.ipynb
14 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591642-1.TensorFlow-MNIST-Width-Solution.ipynb
14 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591650-2.TensorFlow-MNIST-Depth-Solution.ipynb
15 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591654-3.TensorFlow-MNIST-Width-and-Depth-Solution.ipynb
17 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591658-4.TensorFlow-MNIST-Activation-functions-Part-1-Solution.ipynb
14 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591660-5.TensorFlow-MNIST-Activation-functions-Part-2-Solution.ipynb
14 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591668-6.TensorFlow-MNIST-Batch-size-Part-1-Solution.ipynb
14 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591682-7.TensorFlow-MNIST-Batch-size-Part-2-Solution.ipynb
14 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591686-8.TensorFlow-MNIST-Learning-rate-Part-1-Solution.ipynb
14 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591690-9.TensorFlow-MNIST-Learning-rate-Part-2-Solution.ipynb
15 kB
54 - Appendix_ Deep Learning - TensorFlow 1_ Classifying on the MNIST Dataset/29591694-TensorFlow-MNIST-around-98-percent-accuracy.ipynb
18 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
11 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/002 Business Case_ Outlining the Solution.mp4
2.9 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/002 Business Case_ Outlining the Solution__en.srt
2.5 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/003 The Importance of Working with a Balanced Dataset.mp4
22 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/003 The Importance of Working with a Balanced Dataset__en.srt
4.7 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/004 Business Case_ Preprocessing.mp4
74 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/004 Business Case_ Preprocessing__en.srt
348 B
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/004 Business Case_ Preprocessing_en.vtt
12 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/006 Creating a Data Provider.mp4
56 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/006 Creating a Data Provider__en.srt
7.8 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
7.1 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
6.5 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
2.9 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/010 Business Case_ Testing the Model.mp4
4.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/010 Business Case_ Testing the Model__en.srt
2.7 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/011 Business Case_ A Comment on the Homework.mp4
20 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/011 Business Case_ A Comment on the Homework__en.srt
4.8 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/011 Business Case_ A Comment on the Homework_en.vtt
4.6 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/13070978-Audiobooks-data.csv
711 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591716-Audiobooks-data.csv
711 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591732-Audiobooks-data.csv
711 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591734-TensorFlow-Audiobooks-Preprocessing.ipynb
5.6 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591738-TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591808-Audiobooks-data.csv
711 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591812-TensorFlow-Audiobooks-Machine-learning-Homework.ipynb
14 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591820-TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591842-Audiobooks-data.csv
711 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591844-TensorFlow-Audiobooks-Machine-learning-Homework.ipynb
14 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591846-TensorFlow-Audiobooks-Preprocessing-with-comments.ipynb
11 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591888-TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb
11 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591892-TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb
13 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591894-TensorFlow-Audiobooks-optimizing-the-algorithm.ipynb
11 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591900-TensorFlow-Audiobooks-optimizing-the-algorithm-with-comments.ipynb
13 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591906-TensorFlow-Audiobooks-Outlining-the-model.ipynb
9.4 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591910-TensorFlow-Audiobooks-Outlining-the-model-with-comments.ipynb
10 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591940-Audiobooks-data.csv
711 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591944-TensorFlow-Audiobooks-Preprocessing-Exercise.ipynb
8.6 kB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/29591948-TensorFlow-Audiobooks-Preprocessing-Exercise-Solution.ipynb
10 kB
56 - Software Integration/001 What are Data, Servers, Clients, Requests, and Responses.mp4
19 MB
56 - Software Integration/001 What are Data, Servers, Clients, Requests, and Responses__en.srt
5.9 kB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints_.mp4
59 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints___en.srt
8.5 kB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4
65 MB
56 - Software Integration/003 Taking a Closer Look at APIs__en.srt
11 kB
56 - Software Integration/004 Communication between Software Products through Text Files.mp4
9.3 MB
56 - Software Integration/004 Communication between Software Products through Text Files__en.srt
5.5 kB
56 - Software Integration/005 Software Integration - Explained.mp4
42 MB
56 - Software Integration/005 Software Integration - Explained__en.srt
6.9 kB
57 - Case Study - What's Next in the Course_/001 Game Plan for this Python, SQL, and Tableau Business Exercise.mp4
16 MB
57 - Case Study - What's Next in the Course_/001 Game Plan for this Python, SQL, and Tableau Business Exercise__en.srt
5.5 kB
57 - Case Study - What's Next in the Course_/002 The Business Task.mp4
6.8 MB
57 - Case Study - What's Next in the Course_/002 The Business Task__en.srt
3.7 kB
57 - Case Study - What's Next in the Course_/003 Introducing the Data Set.mp4
15 MB
57 - Case Study - What's Next in the Course_/003 Introducing the Data Set__en.srt
4.1 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'/002 Importing the Absenteeism Data in Python.mp4
18 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/002 Importing the Absenteeism Data in Python__en.srt
3.9 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
7.1 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
4.1 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
9.9 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/006 Using a Statistical Approach towards the Solution to the Exercise__en.srt
2.9 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
7.8 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
6.2 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4
64 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature__en.srt
10 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
3.2 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/015 More on Dummy Variables_ A Statistical Perspective__en.srt
1.7 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence.mp4
51 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence__en.srt
10 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python.mp4
20 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python__en.srt
5.2 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
7.2 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/020 Reordering Columns in a Pandas DataFrame in Python__en.srt
1.9 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 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
3.7 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
8.5 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/027 Extracting the Month Value from the _Date_ Column.mp4
39 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/027 Extracting the Month Value from the _Date_ Column__en.srt
7.9 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/028 Extracting the Day of the Week from the _Date_ Column.mp4
9.1 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/028 Extracting the Day of the Week from the _Date_ Column__en.srt
4.4 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
12 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/030 Analyzing Several _Straightforward_ Columns for this Exercise__en.srt
4.4 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/031 Working on _Education_, _Children_, and _Pets_.mp4
20 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/031 Working on _Education_, _Children_, and _Pets___en.srt
5.6 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Final Remarks of this Section.mp4
17 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/032 Final Remarks of this Section__en.srt
2.5 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/033 A Note on Exporting Your Data as a _.csv File.html
880 B
58 - Case Study - Preprocessing the 'Absenteeism_data'/15271310-Absenteeism-data.csv
32 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/15271322-data-preprocessing-homework.pdf
134 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/15271330-df-preprocessed.csv
29 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/29545298-Absenteeism-Exercise-Preprocessing-df-reason-mod.ipynb
4.8 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/29545314-Absenteeism-Exercise-Preprocessing-ChP-df-date-reason-mod.ipynb
7.3 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/29545316-Absenteeism-Exercise-Removing-the-Date-Column-SOLUTION.ipynb
8.3 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/29545318-Absenteeism-Exercise-Preprocessing-LECTURES.ipynb
7.6 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/29545334-Absenteeism-Exercise-Preprocessing-df-preprocessed.ipynb
8.5 kB
58 - Case Study - Preprocessing the 'Absenteeism_data'/29545338-Absenteeism-Exercise-EXERCISES-and-SOLUTIONS.ipynb
4.1 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/001 Exploring the Problem with a Machine Learning Mindset.mp4
11 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/001 Exploring the Problem with a Machine Learning Mindset__en.srt
4.6 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/002 Creating the Targets for the Logistic Regression.mp4
32 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/002 Creating the Targets for the Logistic Regression__en.srt
8.6 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/003 Selecting the Inputs for the Logistic Regression.mp4
4.6 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/003 Selecting the Inputs for the Logistic Regression__en.srt
3.4 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
4.2 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing.mp4
36 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing__en.srt
8.5 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
1.4 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy_en.vtt
6.3 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/007 Creating a Summary Table with the Coefficients and Intercept.mp4
27 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/007 Creating a Summary Table with the Coefficients and Intercept__en.srt
6.7 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem.mp4
34 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem__en.srt
8.0 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Standardizing only the Numerical Variables (Creating a Custom Scaler).mp4
28 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Standardizing only the Numerical Variables (Creating a Custom Scaler)__en.srt
5.0 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/010 Interpreting the Coefficients of the Logistic Regression.mp4
15 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/010 Interpreting the Coefficients of the Logistic Regression__en.srt
7.3 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model.mp4
32 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model__en.srt
925 B
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model_en.vtt
4.6 kB
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
6.5 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment.mp4
26 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment__en.srt
1.2 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment_en.vtt
5.0 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'/016 Preparing the Deployment of the Model through a Module.mp4
29 MB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/016 Preparing the Deployment of the Model through a Module__en.srt
5.5 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/15364076-Absenteeism-preprocessed.csv
29 kB
59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/external-assets-links.txt
774 B
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'/002 Deploying the 'absenteeism_module' - Part I.mp4
8.4 MB
60 - Case Study - Loading the 'absenteeism_module'/002 Deploying the 'absenteeism_module' - Part I__en.srt
4.9 kB
60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II.mp4
26 MB
60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II__en.srt
429 B
60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II_en.vtt
6.8 kB
60 - Case Study - Loading the 'absenteeism_module'/004 Exporting the Obtained Data Set as a _.csv.html
964 B
60 - Case Study - Loading the 'absenteeism_module'/29545348-Absenteeism-Exercise-Deploying-the-absenteeism-module.ipynb
973 B
60 - Case Study - Loading the 'absenteeism_module'/29545372-Absenteeism-Exercise-Integration.ipynb
62 kB
60 - Case Study - Loading the 'absenteeism_module'/29545374-absenteeism-module.py
6.6 kB
60 - Case Study - Loading the 'absenteeism_module'/29545382-Absenteeism-new-data.csv
1.9 kB
60 - Case Study - Loading the 'absenteeism_module'/29545384-model
1.0 kB
60 - Case Study - Loading the 'absenteeism_module'/29545388-scaler
1.9 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 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
10 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
9.7 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
11 MB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/006 Analyzing Transportation Expense vs Probability in Tableau__en.srt
7.4 kB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/24453624-Absenteeism-predictions.csv
2.1 kB
61 - Case Study - Analyzing the Predicted Outputs in Tableau/29545266-Absenteeism-predictions.csv
2.1 kB
62 - Appendix - Additional Python Tools/001 Using the .format() Method.mp4
22 MB
62 - Appendix - Additional Python Tools/001 Using the .format() Method__en.srt
12 kB
62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects.mp4
7.8 MB
62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects__en.srt
6.0 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
8.3 kB
62 - Appendix - Additional Python Tools/004 Triple Nested For Loops.mp4
19 MB
62 - Appendix - Additional Python Tools/004 Triple Nested For Loops__en.srt
8.0 kB
62 - Appendix - Additional Python Tools/005 List Comprehensions.mp4
43 MB
62 - Appendix - Additional Python Tools/005 List Comprehensions__en.srt
12 kB
62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions.mp4
34 MB
62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions__en.srt
9.9 kB
62 - Appendix - Additional Python Tools/29535536-Additional-Python-Tools-Lectures.ipynb
14 kB
62 - Appendix - Additional Python Tools/29535540-Additional-Python-Tools-Exercises.ipynb
11 kB
62 - Appendix - Additional Python Tools/29535546-Additional-Python-Tools-Solutions.ipynb
26 kB
62 - Appendix - Additional Python Tools/29535548-Additional-Python-Tools-Lectures.ipynb
14 kB
62 - Appendix - Additional Python Tools/29535552-Additional-Python-Tools-Exercises.ipynb
11 kB
62 - Appendix - Additional Python Tools/29535554-Additional-Python-Tools-Solutions.ipynb
26 kB
63 - Appendix - pandas Fundamentals/001 Introduction to pandas Series.mp4
22 MB
63 - Appendix - pandas Fundamentals/001 Introduction to pandas Series__en.srt
11 kB
63 - Appendix - pandas Fundamentals/002 Working with Methods in Python - Part I.mp4
17 MB
63 - Appendix - pandas Fundamentals/002 Working with Methods in Python - Part I__en.srt
6.9 kB
63 - Appendix - pandas Fundamentals/003 Working with Methods in Python - Part II.mp4
5.8 MB
63 - Appendix - pandas Fundamentals/003 Working with Methods in Python - Part II__en.srt
3.6 kB
63 - Appendix - pandas Fundamentals/004 Parameters and Arguments in pandas.mp4
15 MB
63 - Appendix - pandas Fundamentals/004 Parameters and Arguments in pandas__en.srt
5.5 kB
63 - Appendix - pandas Fundamentals/005 Using .unique() and .nunique().mp4
26 MB
63 - Appendix - pandas Fundamentals/005 Using .unique() and .nunique()__en.srt
5.6 kB
63 - Appendix - pandas Fundamentals/006 Using .sort_values().mp4
13 MB
63 - Appendix - pandas Fundamentals/006 Using .sort_values()__en.srt
5.5 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
7.1 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
7.6 kB
63 - Appendix - pandas Fundamentals/009 pandas DataFrames - Common Attributes.mp4
30 MB
63 - Appendix - pandas Fundamentals/009 pandas DataFrames - Common Attributes__en.srt
6.3 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
10 kB
63 - Appendix - pandas Fundamentals/011 pandas DataFrames - Indexing with .iloc[].mp4
24 MB
63 - Appendix - pandas Fundamentals/011 pandas DataFrames - Indexing with .iloc[]__en.srt
8.1 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
5.5 kB
64 - Bonus Lecture/001 Bonus Lecture_ Next Steps.html
2.8 kB
64 - Bonus Lecture/35215106-365-Data-Science-Data-Science-Interview-Questions-Guide.pdf
16 MB
Download Paid Udemy Courses For Free.url
116 B
GetFreeCourses.Co.url
116 B
How you can help GetFreeCourses.Co.txt
182 B