[ DevCourseWeb.com ] Udemy - Learn Data Mining and Machine Learning with Python

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/01 - Introduction/001 Introduction to Course.mp4

25 MB

~Get Your Files Here !/01 - Introduction/001 Introduction to Course_en.vtt

2.3 kB

~Get Your Files Here !/01 - Introduction/002 Course Contents.mp4

9.0 MB

~Get Your Files Here !/01 - Introduction/002 Course Contents_en.vtt

1.5 kB

~Get Your Files Here !/01 - Introduction/003 Control a pace of a video.mp4

3.8 MB

~Get Your Files Here !/01 - Introduction/003 Control a pace of a video_en.vtt

712 B

~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining.mp4

9.3 MB

~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining_en.vtt

2.0 kB

~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining.mp4

16 MB

~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining_en.vtt

4.4 kB

~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid.mp4

13 MB

~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid_en.vtt

2.0 kB

~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning.mp4

11 MB

~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning_en.vtt

2.0 kB

~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work.mp4

19 MB

~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work_en.vtt

3.8 kB

~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types.mp4

17 MB

~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types_en.vtt

3.7 kB

~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview.mp4

13 MB

~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview_en.vtt

2.0 kB

~Get Your Files Here !/01 - Introduction/011 Course Rating.html

493 B

~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package.mp4

30 MB

~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package_en.vtt

3.5 kB

~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter.mp4

30 MB

~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter_en.vtt

4.7 kB

~Get Your Files Here !/02 - Setup Programming Environment/003 1-Create-Lists-Tuples-and-Dictionaries.ipynb

3.6 kB

~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists).mp4

36 MB

~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists)_en.vtt

5.9 kB

~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries).mp4

22 MB

~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries)_en.vtt

3.2 kB

~Get Your Files Here !/02 - Setup Programming Environment/005 2-Loops-in-Python.ipynb

2.4 kB

~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions).mp4

39 MB

~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions)_en.vtt

7.2 kB

~Get Your Files Here !/02 - Setup Programming Environment/006 3-Import-Libraries.ipynb

4.1 kB

~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library.mp4

66 MB

~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library_en.vtt

8.8 kB

~Get Your Files Here !/02 - Setup Programming Environment/006 Sales-data.csv

84 kB

~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries.mp4

25 MB

~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries_en.vtt

3.7 kB

~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library.mp4

5.7 MB

~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library_en.vtt

818 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms.mp4

6.3 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms_en.vtt

1.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables.mp4

9.6 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables_en.vtt

2.4 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis.mp4

21 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis_en.vtt

4.3 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope.mp4

30 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope_en.vtt

6.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value.mp4

2.9 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value_en.vtt

636 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value.mp4

29 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value_en.vtt

7.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value.mp4

17 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value_en.vtt

3.7 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression.mp4

3.7 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression_en.vtt

870 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/009 Concepts used in Machine Learning (Important).html

228 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset.mp4

5.1 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset_en.vtt

797 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Study-Hours.csv

287 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1.mp4

38 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1_en.vtt

6.3 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Simple-Linear-Regression.ipynb

3.4 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2.mp4

35 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2_en.vtt

5.5 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3.mp4

26 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3_en.vtt

3.8 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4.mp4

27 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4_en.vtt

4.5 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5.mp4

57 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5_en.vtt

8.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression.mp4

14 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression_en.vtt

2.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables.mp4

36 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables_en.vtt

5.0 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/018 Dummy Variables Trap.html

612 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach.mp4

29 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach_en.vtt

6.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression.mp4

31 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression_en.vtt

8.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Companies-spends-and-profits.csv

3.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data.mp4

7.6 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data_en.vtt

1.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1.mp4

34 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1_en.vtt

4.3 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Multiple-Linear-Regression.ipynb

3.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2.mp4

51 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2_en.vtt

5.8 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3.mp4

92 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3_en.vtt

9.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4.mp4

62 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4_en.vtt

9.4 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression.mp4

11 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression_en.vtt

2.4 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data.mp4

7.2 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data_en.vtt

1.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Reward-system.csv

213 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1.mp4

49 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1_en.vtt

7.3 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Polynomial-Regression-Model.ipynb

4.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2.mp4

58 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2_en.vtt

8.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3.mp4

23 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3_en.vtt

3.5 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/031 Course Rating.html

493 B

~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification.mp4

20 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification_en.vtt

4.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression.mp4

29 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression_en.vtt

7.8 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix.mp4

16 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix_en.vtt

4.0 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler.mp4

12 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler_en.vtt

3.0 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Bank-Data.csv

17 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data.mp4

10 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data_en.vtt

1.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1.mp4

63 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1_en.vtt

8.3 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Logistic-Regression-Model.ipynb

3.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2.mp4

45 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2_en.vtt

5.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm.mp4

18 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm_en.vtt

3.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Bank-Data.csv

17 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python.mp4

52 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python_en.vtt

6.8 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 KNN-Model.ipynb

3.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm.mp4

19 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm_en.vtt

3.8 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python.mp4

46 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python_en.vtt

6.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Support-Vector-Machine.ipynb

2.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1.mp4

20 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1_en.vtt

4.5 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2.mp4

28 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2_en.vtt

6.1 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python.mp4

22 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python_en.vtt

2.5 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Naive-Bayes-Model.ipynb

2.5 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm.mp4

34 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm_en.vtt

6.9 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Bank-Data.csv

17 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python.mp4

19 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python_en.vtt

2.2 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Decision-Tree-Model.ipynb

2.6 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm.mp4

6.1 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm_en.vtt

1.3 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python.mp4

36 MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python_en.vtt

4.3 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Random-Forest-Model.ipynb

3.8 kB

~Get Your Files Here !/03 - Supervised Learning Algorithms/050 Course Rating.html

493 B

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms.mp4

8.5 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms_en.vtt

1.6 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm.mp4

8.9 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm_en.vtt

2.8 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method.mp4

21 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method_en.vtt

4.6 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Movies.csv

1.7 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data.mp4

4.2 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data_en.vtt

716 B

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1.mp4

61 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1_en.vtt

8.3 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 HC-Clustering.ipynb

2.8 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2.mp4

56 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2_en.vtt

7.9 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm.mp4

16 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm_en.vtt

3.6 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters.mp4

49 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters_en.vtt

9.8 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1.mp4

55 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1_en.vtt

6.9 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 K-means-clustering-model.ipynb

2.8 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2.mp4

21 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2_en.vtt

3.0 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis).mp4

52 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis)_en.vtt

10 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 GroceryStoreDataSet.csv

1.8 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data.mp4

4.1 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data_en.vtt

729 B

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1.mp4

41 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1_en.vtt

6.0 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 apriori-model.ipynb

12 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2.mp4

38 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2_en.vtt

4.7 kB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3.mp4

35 MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3_en.vtt

3.1 kB

~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning.mp4

36 MB

~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning_en.vtt

5.9 kB

~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification.mp4

13 MB

~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification_en.vtt

2.3 kB

~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work.mp4

33 MB

~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work_en.vtt

6.0 kB

~Get Your Files Here !/05 - Deep Learning/004 Activation Functions.mp4

43 MB

~Get Your Files Here !/05 - Deep Learning/004 Activation Functions_en.vtt

6.3 kB

~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow.mp4

11 MB

~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow_en.vtt

2.4 kB

~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset.mp4

9.0 MB

~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset_en.vtt

1016 B

~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1.mp4

43 MB

~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1_en.vtt

5.0 kB

~Get Your Files Here !/05 - Deep Learning/007 Deep-learning-model.ipynb

3.8 kB

~Get Your Files Here !/05 - Deep Learning/007 Medical-data.csv

24 kB

~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2.mp4

60 MB

~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2_en.vtt

7.9 kB

~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3.mp4

43 MB

~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3_en.vtt

4.9 kB

~Get Your Files Here !/05 - Deep Learning/009 Link-to-the-Keras-documentation-website..url

41 B

~Get Your Files Here !/05 - Deep Learning/010 Course Rating.html

493 B

~Get Your Files Here !/05 - Deep Learning/external-links.txt

67 B

~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics.mp4

6.1 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics_en.vtt

1.4 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population.mp4

6.6 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population_en.vtt

1.2 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics.mp4

8.2 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics_en.vtt

1.6 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types.mp4

22 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types_en.vtt

3.6 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data.mp4

13 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data_en.vtt

2.0 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/005 Walmart-Stores.xlsx

15 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.mp4

37 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.xlsx

16 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram_en.vtt

4.6 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures.mp4

15 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures_en.vtt

3.1 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures.mp4

13 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures_en.vtt

3.2 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical).mp4

23 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical)_en.vtt

3.2 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/009 Variance-and-SD.xlsx

11 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data.mp4

9.7 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data_en.vtt

1.7 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance.mp4

24 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance_en.vtt

4.5 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics.mp4

14 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics_en.vtt

2.1 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions.mp4

16 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions_en.vtt

3.0 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution.mp4

24 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution_en.vtt

5.3 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization.mp4

11 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization_en.vtt

2.5 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo.mp4

8.9 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo_en.vtt

940 B

~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem.mp4

24 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem_en.vtt

3.3 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators.mp4

7.4 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators_en.vtt

1.4 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval.mp4

23 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval_en.vtt

4.8 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance.mp4

23 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance_en.vtt

5.3 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem.mp4

11 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem_en.vtt

2.2 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/022 1-Confidence-intervals-variance-known.xlsx

45 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel.mp4

79 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel_en.vtt

7.6 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution.mp4

22 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution_en.vtt

3.8 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/024 2-Confidence-intervals-variance-unknown.xlsx

38 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance.mp4

32 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance_en.vtt

3.5 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error.mp4

9.5 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error_en.vtt

2.4 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples.mp4

5.6 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples_en.vtt

1.3 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel.mp4

38 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/028 3-Confidence-intervals-dependent-samples.xlsx

38 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance.mp4

18 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel.mp4

38 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel_en.vtt

4.4 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/030 5-Confidence-intervals-independent-samples-variance-unknown-and-equal.xlsx

70 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance.mp4

40 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance_en.vtt

4.7 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis.mp4

14 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis_en.vtt

2.3 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses.mp4

20 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value.mp4

10 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value_en.vtt

2.2 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/034 Link to z-value Calculator.html

105 B

~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known.mp4

7.4 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known_en.vtt

1.5 kB

~Get Your Files Here !/06 - Appendix Statistics Overview/036 6-Test-Hypothises-population-variance-known.xlsx

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~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel.mp4

36 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/037 7-Test-hypothises-population-variance-unknown.xlsx

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~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown.mp4

24 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/038 8-Test-hypothises-dependent-samples.xlsx

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~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples.mp4

36 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/039 Link to t-value Calculator.html

99 B

~Get Your Files Here !/06 - Appendix Statistics Overview/040 9-Test-hypothises-two-independent-samples-variance-known.xlsx

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~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known.mp4

25 MB

~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/041 10-Test-hypothises-two-independent-samples-variance-unknown.xlsx

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~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown.mp4

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~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown_en.vtt

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~Get Your Files Here !/Bonus Resources.txt

386 B