Machine Learning with Python from Scratch

File Name

Size

Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.mp4

172 MB

Visit Coursedrive.org.url

124 B

Machine Learning with Python from Scratch/ReadMe.txt

538 B

Machine Learning with Python from Scratch/Visit Coursedrive.org.url

124 B

Machine Learning with Python from Scratch/1. Environment Setup/1. Source Code.html

11 kB

Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.mp4

110 MB

Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.vtt

12 kB

Machine Learning with Python from Scratch/1. Environment Setup/2.1 Anaconda main web page.html

81 B

Machine Learning with Python from Scratch/1. Environment Setup/2.1 Python main web page.html

83 B

Machine Learning with Python from Scratch/1. Environment Setup/2.2 Anaconda main web page.html

81 B

Machine Learning with Python from Scratch/1. Environment Setup/2.2 Python main web page.html

83 B

Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.mp4

85 MB

Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.vtt

9.9 kB

Machine Learning with Python from Scratch/1. Environment Setup/3.1 Source code - Environment Setup - L2-Jupyter Notebook.html

141 B

Machine Learning with Python from Scratch/1. Environment Setup/3.2 Jupyter Notebook main web page.html

79 B

Machine Learning with Python from Scratch/1. Environment Setup/Must Read.txt

540 B

Machine Learning with Python from Scratch/1. Environment Setup/Visit Coursedrive.org.url

124 B

Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.mp4

56 MB

Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.vtt

5.1 kB

Machine Learning with Python from Scratch/2. Data Analysis/1.1 Matplotlib.html

83 B

Machine Learning with Python from Scratch/2. Data Analysis/1.1 Seaborn.html

87 B

Machine Learning with Python from Scratch/2. Data Analysis/1.2 Numpy.html

82 B

Machine Learning with Python from Scratch/2. Data Analysis/1.2 Pandas.html

86 B

Machine Learning with Python from Scratch/2. Data Analysis/1.3 Matplotlib.html

83 B

Machine Learning with Python from Scratch/2. Data Analysis/1.3 Numpy.html

82 B

Machine Learning with Python from Scratch/2. Data Analysis/1.4 Pandas.html

86 B

Machine Learning with Python from Scratch/2. Data Analysis/1.4 Seaborn.html

87 B

Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.mp4

91 MB

Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.vtt

13 kB

Machine Learning with Python from Scratch/2. Data Analysis/2.1 Source code - Data Analysis - L2-Numpy Array Concept and Math Operations.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.mp4

58 MB

Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.vtt

8.3 kB

Machine Learning with Python from Scratch/2. Data Analysis/3.1 Source code - Data Analysis - L3-Numpy Indexing, Slicing and Iterating.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.mp4

60 MB

Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.vtt

8.5 kB

Machine Learning with Python from Scratch/2. Data Analysis/4.1 Source code - Data Analysis - L4-Numpy Shape Manipulation.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.mp4

63 MB

Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.vtt

7.5 kB

Machine Learning with Python from Scratch/2. Data Analysis/5.1 Quickstart tutorial.html

121 B

Machine Learning with Python from Scratch/2. Data Analysis/5.1 Source code - Data Analysis - L5-Numpy Linear Algebra.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/5.2 Quickstart tutorial.html

121 B

Machine Learning with Python from Scratch/2. Data Analysis/5.2 Source code - Data Analysis - L5-Numpy Linear Algebra.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/5.3 NumPy.html

82 B

Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.mp4

102 MB

Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.vtt

16 kB

Machine Learning with Python from Scratch/2. Data Analysis/6.1 Essential Basic Functionality.html

117 B

Machine Learning with Python from Scratch/2. Data Analysis/6.1 Intro to Data Structures.html

118 B

Machine Learning with Python from Scratch/2. Data Analysis/6.2 Essential Basic Functionality.html

117 B

Machine Learning with Python from Scratch/2. Data Analysis/6.2 Source code - Data Analysis - L6-Pandas Data structures and properties.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/6.3 Intro to Data Structures.html

118 B

Machine Learning with Python from Scratch/2. Data Analysis/6.3 Source code - Data Analysis - L6-Pandas Data structures and properties.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.mp4

95 MB

Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.vtt

14 kB

Machine Learning with Python from Scratch/2. Data Analysis/7.1 Working with Text Data.html

115 B

Machine Learning with Python from Scratch/2. Data Analysis/7.2 pandas.get_dummies.html

139 B

Machine Learning with Python from Scratch/2. Data Analysis/7.3 Source code - Data Analysis - L7-Pandas Operations.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.mp4

92 MB

Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.vtt

13 kB

Machine Learning with Python from Scratch/2. Data Analysis/8.1 pandas.DataFrame.apply.html

143 B

Machine Learning with Python from Scratch/2. Data Analysis/8.2 Source code - Data Analysis - L8-Pandas Applying Functions.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.mp4

79 MB

Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.vtt

9.9 kB

Machine Learning with Python from Scratch/2. Data Analysis/9.1 pandas.read_table.html

143 B

Machine Learning with Python from Scratch/2. Data Analysis/9.2 IO Tools (Text, CSV, HDF5, ...).html

113 B

Machine Learning with Python from Scratch/2. Data Analysis/9.2 pandas.DataFrame.to_csv.html

143 B

Machine Learning with Python from Scratch/2. Data Analysis/9.3 IO Tools (Text, CSV, HDF5, ...).html

113 B

Machine Learning with Python from Scratch/2. Data Analysis/9.3 pandas.DataFrame.to_csv.html

143 B

Machine Learning with Python from Scratch/2. Data Analysis/9.4 pandas.read_csv.html

135 B

Machine Learning with Python from Scratch/2. Data Analysis/9.4 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/9.5 pandas.read_excel.html

138 B

Machine Learning with Python from Scratch/2. Data Analysis/9.6 pandas.read_csv.html

135 B

Machine Learning with Python from Scratch/2. Data Analysis/9.6 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.mp4

130 MB

Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.vtt

15 kB

Machine Learning with Python from Scratch/2. Data Analysis/10.1 Brief primer on merge methods (relational algebra).html

166 B

Machine Learning with Python from Scratch/2. Data Analysis/10.1 Pandas Data Frame (pandas.DataFrame.join).html

142 B

Machine Learning with Python from Scratch/2. Data Analysis/10.2 Brief primer on merge methods (relational algebra).html

166 B

Machine Learning with Python from Scratch/2. Data Analysis/10.2 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/10.3 Pandas.concat.html

134 B

Machine Learning with Python from Scratch/2. Data Analysis/10.4 Pandas Data Frame (pandas.DataFrame.join).html

142 B

Machine Learning with Python from Scratch/2. Data Analysis/10.4 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.mp4

48 MB

Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.vtt

5.5 kB

Machine Learning with Python from Scratch/2. Data Analysis/11.1 Source code - Data Analysis - L11-Pandas Statistics with Pandas.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/11.2 Pandas Data Frame (pandas.DataFrame.describe).html

146 B

Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.mp4

114 MB

Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.vtt

17 kB

Machine Learning with Python from Scratch/2. Data Analysis/12.1 Source code - Data Analysis - L12-Time Series with Pandas.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/12.1 Time Series Date functionality.html

136 B

Machine Learning with Python from Scratch/2. Data Analysis/12.2 pandas.to_datetime.html

139 B

Machine Learning with Python from Scratch/2. Data Analysis/12.2 Time Series Date functionality.html

136 B

Machine Learning with Python from Scratch/2. Data Analysis/12.3 pandas.to_datetime.html

139 B

Machine Learning with Python from Scratch/2. Data Analysis/12.3 Source code - Data Analysis - L12-Time Series with Pandas.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.mp4

74 MB

Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.vtt

11 kB

Machine Learning with Python from Scratch/2. Data Analysis/13.1 Source code - Data Analysis - L13-Matplotlib basics.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.mp4

56 MB

Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.vtt

9.4 kB

Machine Learning with Python from Scratch/2. Data Analysis/14.1 Source code - Data Analysis - L14-Matplotlib Subplots and Axes.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/14.2 Sharing axis limits and views.html

132 B

Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.mp4

95 MB

Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.vtt

14 kB

Machine Learning with Python from Scratch/2. Data Analysis/15.1 Matplotlib Usage FAQ.html

102 B

Machine Learning with Python from Scratch/2. Data Analysis/15.1 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/15.2 Matplotlib Usage FAQ.html

102 B

Machine Learning with Python from Scratch/2. Data Analysis/15.2 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.mp4

72 MB

Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.vtt

7.3 kB

Machine Learning with Python from Scratch/2. Data Analysis/16.1 Matplotlib Colormaps Reference.html

123 B

Machine Learning with Python from Scratch/2. Data Analysis/16.1 Source code - Data Analysis - L16-Matplotlib Color Maps.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/16.2 Matplotlib Colormaps Reference.html

123 B

Machine Learning with Python from Scratch/2. Data Analysis/16.2 Source code - Data Analysis - L16-Matplotlib Color Maps.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.mp4

83 MB

Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.vtt

12 kB

Machine Learning with Python from Scratch/2. Data Analysis/17.1 Matplotlib Statistics Examples.html

120 B

Machine Learning with Python from Scratch/2. Data Analysis/17.1 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/17.2 Matplotlib Statistics Examples.html

120 B

Machine Learning with Python from Scratch/2. Data Analysis/17.2 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.mp4

93 MB

Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.vtt

12 kB

Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib mplot3d API.html

113 B

Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib Statistics Examples.html

120 B

Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib mplot3d API.html

113 B

Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib Statistics Examples.html

120 B

Machine Learning with Python from Scratch/2. Data Analysis/18.3 matplotlib.axes.Axes.violinplot.html

140 B

Machine Learning with Python from Scratch/2. Data Analysis/18.4 Source code - Data Analysis - L18-Matplotlib Statistical Graphs part2.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.mp4

102 MB

Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.vtt

16 kB

Machine Learning with Python from Scratch/2. Data Analysis/19.1 Installing and getting started.html

103 B

Machine Learning with Python from Scratch/2. Data Analysis/19.1 Source code - Data Analysis - L19-Seaborn Basics.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/19.2 Installing and getting started.html

103 B

Machine Learning with Python from Scratch/2. Data Analysis/19.2 seaborn statistical data visualization.html

88 B

Machine Learning with Python from Scratch/2. Data Analysis/19.3 seaborn statistical data visualization.html

88 B

Machine Learning with Python from Scratch/2. Data Analysis/19.3 Source code - Data Analysis - L19-Seaborn Basics.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.mp4

57 MB

Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.vtt

9.7 kB

Machine Learning with Python from Scratch/2. Data Analysis/20.1 Choosing color palettes.html

116 B

Machine Learning with Python from Scratch/2. Data Analysis/20.2 Source code - Data Analysis - L20-Seaborn Color Palette.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.mp4

107 MB

Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.vtt

17 kB

Machine Learning with Python from Scratch/2. Data Analysis/21.1 Plotting with Categorical Data.html

112 B

Machine Learning with Python from Scratch/2. Data Analysis/21.1 Source code - Data Analysis - L21-Seaborn Categorical Data.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/21.2 Plotting with Categorical Data.html

112 B

Machine Learning with Python from Scratch/2. Data Analysis/21.2 Source code - Data Analysis - L21-Seaborn Categorical Data.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.mp4

98 MB

Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.vtt

14 kB

Machine Learning with Python from Scratch/2. Data Analysis/22.1 Source code - Data Analysis - L22-Seaborn Numerical Data.html

141 B

Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn statistical data visualization.html

88 B

Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn.jointplot.html

120 B

Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn statistical data visualization.html

88 B

Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn.jointplot.html

120 B

Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.mp4

47 MB

Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.vtt

6.5 kB

Machine Learning with Python from Scratch/3. Machine Learning/1.1 Machine learning wiki page.html

107 B

Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.mp4

67 MB

Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.vtt

9.5 kB

Machine Learning with Python from Scratch/3. Machine Learning/2.1 Underfitting vs. Overfitting.html

156 B

Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.mp4

74 MB

Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.vtt

9.6 kB

Machine Learning with Python from Scratch/3. Machine Learning/3.1 Cross-validation (statistics).html

120 B

Machine Learning with Python from Scratch/3. Machine Learning/3.1 Source code - Machine Learning - L3-KFold Cross Validation.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/3.2 Cross-validation (statistics).html

120 B

Machine Learning with Python from Scratch/3. Machine Learning/3.2 Source code - Machine Learning - L3-KFold Cross Validation.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.mp4

47 MB

Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.vtt

6.4 kB

Machine Learning with Python from Scratch/3. Machine Learning/4.1 Confusion matrix wiki.html

107 B

Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.mp4

164 MB

Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.vtt

18 kB

Machine Learning with Python from Scratch/3. Machine Learning/5.1 Sklearn Linear Model.html

154 B

Machine Learning with Python from Scratch/3. Machine Learning/5.1 Source code - Machine Learning - L5-Logistic Regression.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/5.2 Sklearn Linear Model.html

154 B

Machine Learning with Python from Scratch/3. Machine Learning/5.2 Softmax function wiki.html

107 B

Machine Learning with Python from Scratch/3. Machine Learning/5.3 Softmax function wiki.html

107 B

Machine Learning with Python from Scratch/3. Machine Learning/5.3 Source code - Machine Learning - L5-Logistic Regression.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.mp4

116 MB

Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.vtt

15 kB

Machine Learning with Python from Scratch/3. Machine Learning/6.1 matplotlib.axes.Axes.pcolormesh.html

132 B

Machine Learning with Python from Scratch/3. Machine Learning/6.1 numpy.meshgrid.html

140 B

Machine Learning with Python from Scratch/3. Machine Learning/6.2 matplotlib.axes.Axes.pcolormesh.html

132 B

Machine Learning with Python from Scratch/3. Machine Learning/6.2 numpy.meshgrid.html

140 B

Machine Learning with Python from Scratch/3. Machine Learning/6.3 Source code - Machine Learning - L6-Plotting Decision Boundaries.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.mp4

74 MB

Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.vtt

9.7 kB

Machine Learning with Python from Scratch/3. Machine Learning/7.1 Source code - Machine Learning - L7-Naive Bayes Classifier.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/7.2 Naive Bayes methods.html

116 B

Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.mp4

79 MB

Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.vtt

12 kB

Machine Learning with Python from Scratch/3. Machine Learning/8.1 Source code - Machine Learning - L8-Suppor Vector Machines for Classification.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/8.2 Support vector machines (SVMs).html

108 B

Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.mp4

121 MB

Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.vtt

14 kB

Machine Learning with Python from Scratch/3. Machine Learning/9.1 Decision Trees (DTs).html

109 B

Machine Learning with Python from Scratch/3. Machine Learning/9.1 Source code - Machine Learning - L9-Decision Trees.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/9.2 Decision Trees (DTs).html

109 B

Machine Learning with Python from Scratch/3. Machine Learning/9.2 Source code - Machine Learning - L9-Decision Trees.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.mp4

90 MB

Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.vtt

11 kB

Machine Learning with Python from Scratch/3. Machine Learning/10.1 Source code - Machine Learning - L10-Random Forest.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/10.2 sklearn.ensemble.RandomForestClassifier.html

154 B

Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.mp4

124 MB

Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.vtt

15 kB

Machine Learning with Python from Scratch/3. Machine Learning/11.1 KNeighborsClassifier.html

153 B

Machine Learning with Python from Scratch/3. Machine Learning/11.1 Source code - Machine Learning - L11-KNN.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/11.2 KNeighborsClassifier.html

153 B

Machine Learning with Python from Scratch/3. Machine Learning/11.2 Source code - Machine Learning - L11-KNN.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.mp4

81 MB

Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.vtt

10 kB

Machine Learning with Python from Scratch/3. Machine Learning/12.1 Source code - Machine Learning - L12-GridSearchCV.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/12.2 Tuning the hyper-parameters of an estimator.html

116 B

Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.mp4

104 MB

Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.vtt

12 kB

Machine Learning with Python from Scratch/3. Machine Learning/13.1 Simple Plot.html

118 B

Machine Learning with Python from Scratch/3. Machine Learning/13.2 KMeans.html

137 B

Machine Learning with Python from Scratch/3. Machine Learning/13.2 Source code - Machine Learning - L13-K-Means.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/13.3 KMeans.html

137 B

Machine Learning with Python from Scratch/3. Machine Learning/13.3 Source code - Machine Learning - L13-K-Means.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).mp4

127 MB

Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).vtt

16 kB

Machine Learning with Python from Scratch/3. Machine Learning/14.1 Source code - Machine Learning - L14-Principal Component Analysis(PCA).html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/14.2 PCA.html

140 B

Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).mp4

76 MB

Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).vtt

9.6 kB

Machine Learning with Python from Scratch/3. Machine Learning/15.1 sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html

171 B

Machine Learning with Python from Scratch/3. Machine Learning/15.1 Source code - Machine Learning - L15-Linear Discriminant Analysis(LDA).html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/15.2 sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html

171 B

Machine Learning with Python from Scratch/3. Machine Learning/15.2 Source code - Machine Learning - L15-Linear Discriminant Analysis(LDA).html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).mp4

93 MB

Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).vtt

11 kB

Machine Learning with Python from Scratch/3. Machine Learning/16.1 sklearn.decomposition.KernelPCA.html

146 B

Machine Learning with Python from Scratch/3. Machine Learning/16.2 Source code - Machine Learning - L16-Kernel Principal Component Analysis(KPCA).html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).mp4

111 MB

Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).vtt

12 kB

Machine Learning with Python from Scratch/3. Machine Learning/17.1 sklearn.ensemble.VotingClassifier.html

148 B

Machine Learning with Python from Scratch/3. Machine Learning/17.2 Source code - Machine Learning - L17-Ensemble Methods(Bagging).html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.mp4

98 MB

Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.vtt

11 kB

Machine Learning with Python from Scratch/3. Machine Learning/18.1 sklearn.ensemble.AdaBoostClassifier.html

150 B

Machine Learning with Python from Scratch/3. Machine Learning/18.1 Source code - Machine Learning - L18-AdaBoost.html

141 B

Machine Learning with Python from Scratch/3. Machine Learning/18.2 sklearn.ensemble.AdaBoostClassifier.html

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Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.mp4

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