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Machine Learning with Python from Scratch
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Machine Learning with Python from Scratch
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文件列表
Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.mp4
180.3 MB
Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.mp4
171.9 MB
Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.mp4
171.6 MB
Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.mp4
136.0 MB
Machine Learning with Python from Scratch/3. Machine Learning/24. L24-RANSAC Regression.mp4
133.6 MB
Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).mp4
132.8 MB
Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.mp4
130.1 MB
Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.mp4
127.3 MB
Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.mp4
121.6 MB
Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.mp4
119.8 MB
Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.mp4
118.9 MB
Machine Learning with Python from Scratch/3. Machine Learning/21. L21-Regularization with Lasso, Ridge and ElasticNet.mp4
117.0 MB
Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).mp4
116.5 MB
Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.mp4
115.5 MB
Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.mp4
112.9 MB
Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.mp4
112.5 MB
Machine Learning with Python from Scratch/3. Machine Learning/22. L22-Polynomial Regression.mp4
109.4 MB
Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.mp4
109.1 MB
Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.mp4
108.7 MB
Machine Learning with Python from Scratch/4. Neural Networks/7. L7-Constructing an ANN with Python-part2.mp4
107.6 MB
Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.mp4
107.4 MB
Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.mp4
106.7 MB
Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.mp4
103.0 MB
Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.mp4
102.3 MB
Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.mp4
102.2 MB
Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.mp4
100.0 MB
Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.mp4
99.5 MB
Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).mp4
97.8 MB
Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.mp4
97.5 MB
Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.mp4
96.1 MB
Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.mp4
95.8 MB
Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.mp4
94.5 MB
Machine Learning with Python from Scratch/4. Neural Networks/6. L6-Constructing an ANN with Python-part1.mp4
90.6 MB
Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.mp4
90.2 MB
Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.mp4
89.1 MB
Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.mp4
86.7 MB
Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.mp4
86.7 MB
Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.mp4
85.0 MB
Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.mp4
84.7 MB
Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.mp4
82.7 MB
Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.mp4
82.5 MB
Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.mp4
80.6 MB
Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).mp4
79.3 MB
Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.mp4
78.0 MB
Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.mp4
77.4 MB
Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.mp4
77.2 MB
Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.mp4
75.3 MB
Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.mp4
74.7 MB
Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.mp4
70.5 MB
Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.mp4
65.9 MB
Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.mp4
62.5 MB
Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.mp4
62.4 MB
Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.mp4
62.0 MB
Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.mp4
61.0 MB
Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.mp4
60.6 MB
Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.mp4
59.6 MB
Machine Learning with Python from Scratch/3. Machine Learning/19. L19-Regression Model and Metrics.mp4
59.1 MB
Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.mp4
59.0 MB
Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.mp4
58.5 MB
Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.mp4
49.9 MB
Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.mp4
49.3 MB
Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.mp4
49.1 MB
Machine Learning with Python from Scratch/6. Bonus Material/1. Bonus - Please Watch!.mp4
16.1 MB
Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.vtt
20.4 kB
Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.vtt
19.7 kB
Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.vtt
18.9 kB
Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.vtt
17.7 kB
Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.vtt
17.0 kB
Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).vtt
16.9 kB
Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.vtt
16.7 kB
Machine Learning with Python from Scratch/3. Machine Learning/24. L24-RANSAC Regression.vtt
16.1 kB
Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.vtt
16.0 kB
Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.vtt
15.6 kB
Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.vtt
15.1 kB
Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.vtt
15.1 kB
Machine Learning with Python from Scratch/3. Machine Learning/21. L21-Regularization with Lasso, Ridge and ElasticNet.vtt
14.8 kB
Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.vtt
14.7 kB
Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.vtt
14.7 kB
Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.vtt
14.7 kB
Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.vtt
14.5 kB
Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.vtt
14.5 kB
Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.vtt
14.3 kB
Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.vtt
13.9 kB
Machine Learning with Python from Scratch/4. Neural Networks/7. L7-Constructing an ANN with Python-part2.vtt
13.7 kB
Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.vtt
13.2 kB
Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.vtt
13.1 kB
Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.vtt
13.0 kB
Machine Learning with Python from Scratch/3. Machine Learning/22. L22-Polynomial Regression.vtt
12.7 kB
Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.vtt
12.7 kB
Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).vtt
12.2 kB
Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.vtt
12.1 kB
Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.vtt
12.0 kB
Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.vtt
12.0 kB
Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.vtt
12.0 kB
Machine Learning with Python from Scratch/4. Neural Networks/6. L6-Constructing an ANN with Python-part1.vtt
11.8 kB
Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.vtt
11.7 kB
Machine Learning with Python from Scratch/1. Environment Setup/1. Source Code.html
11.4 kB
Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.vtt
11.2 kB
Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).vtt
11.1 kB
Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.vtt
10.9 kB
Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.vtt
10.8 kB
Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.vtt
10.7 kB
Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.vtt
10.4 kB
Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.vtt
10.3 kB
Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.vtt
10.2 kB
Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.vtt
10.1 kB
Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.vtt
10.1 kB
Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.vtt
9.9 kB
Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.vtt
9.9 kB
Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).vtt
9.8 kB
Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.vtt
9.8 kB
Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.vtt
9.8 kB
Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.vtt
9.6 kB
Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.vtt
9.3 kB
Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.vtt
8.8 kB
Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.vtt
8.7 kB
Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.vtt
8.5 kB
Machine Learning with Python from Scratch/3. Machine Learning/19. L19-Regression Model and Metrics.vtt
8.5 kB
Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.vtt
7.8 kB
Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.vtt
7.7 kB
Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.vtt
7.5 kB
Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.vtt
6.7 kB
Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.vtt
6.6 kB
Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.vtt
5.7 kB
Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.vtt
5.3 kB
Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.vtt
5.0 kB
Machine Learning with Python from Scratch/6. Bonus Material/2. Check out Our Other 36 Udemy Courses!.html
1.5 kB
Machine Learning with Python from Scratch/6. Bonus Material/1. Bonus - Please Watch!.vtt
995 Bytes
Machine Learning with Python from Scratch/1. Environment Setup/Must Read.txt
540 Bytes
Machine Learning with Python from Scratch/ReadMe.txt
538 Bytes
Course Downloaded from coursedrive.org.txt
538 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/ReadMe.txt
538 Bytes
Machine Learning with Python from Scratch/6. Bonus Material/ReadMe.txt
538 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/15.1 sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html
171 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/15.2 sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html
171 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/10.1 Brief primer on merge methods (relational algebra).html
166 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/10.2 Brief primer on merge methods (relational algebra).html
166 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/2.1 Underfitting vs. Overfitting.html
156 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/22.1 sklearn.preprocessing.PolynomialFeatures.html
155 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/22.2 sklearn.preprocessing.PolynomialFeatures.html
155 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/5.1 Sklearn Linear Model.html
154 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/5.2 Sklearn Linear Model.html
154 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/10.2 sklearn.ensemble.RandomForestClassifier.html
154 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/11.1 KNeighborsClassifier.html
153 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/11.2 KNeighborsClassifier.html
153 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/23.1 sklearn.ensemble.RandomForestRegressor.html
153 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/23.3 sklearn.ensemble.RandomForestRegressor.html
153 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/20.1 sklearn.linear_model.LinearRegression.html
152 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/20.2 sklearn.linear_model.LinearRegression.html
152 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/23.4 sklearn.neighbors.KNeighborsRegressor.html
152 Bytes
Machine Learning with Python from Scratch/5. Applications/4.1 Recognizing hand-written digits.html
152 Bytes
Machine Learning with Python from Scratch/5. Applications/4.2 Recognizing hand-written digits.html
152 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/24.1 sklearn.linear_model.RANSACRegressor.html
151 Bytes
Machine Learning with Python from Scratch/4. Neural Networks/10.2 sklearn.neural_network.MLPClassifier.html
151 Bytes
Machine Learning with Python from Scratch/4. Neural Networks/10.3 sklearn.neural_network.MLPClassifier.html
151 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/18.1 sklearn.ensemble.AdaBoostClassifier.html
150 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/18.2 sklearn.ensemble.AdaBoostClassifier.html
150 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/17.1 sklearn.ensemble.VotingClassifier.html
148 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/11.2 Pandas Data Frame (pandas.DataFrame.describe).html
146 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/16.1 sklearn.decomposition.KernelPCA.html
146 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/21.3 sklearn.linear_model.ElasticNet.html
146 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/21.4 sklearn.linear_model.ElasticNet.html
146 Bytes
Machine Learning with Python from Scratch/4. Neural Networks/9.1 sklearn.linear_model.Perceptron.html
146 Bytes
Machine Learning with Python from Scratch/4. Neural Networks/9.2 sklearn.linear_model.Perceptron.html
146 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/8.1 pandas.DataFrame.apply.html
143 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/9.1 pandas.read_table.html
143 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/9.2 pandas.DataFrame.to_csv.html
143 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/9.3 pandas.DataFrame.to_csv.html
143 Bytes
Machine Learning with Python from Scratch/3. Machine Learning/21.1 Source code - Machine Learning - L21-Regularization with Lasso, Ridge and ElasticNet.html
143 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/10.1 Pandas Data Frame (pandas.DataFrame.join).html
142 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/10.4 Pandas Data Frame (pandas.DataFrame.join).html
142 Bytes
Machine Learning with Python from Scratch/1. Environment Setup/3.1 Source code - Environment Setup - L2-Jupyter Notebook.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/2.1 Source code - Data Analysis - L2-Numpy Array Concept and Math Operations.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/3.1 Source code - Data Analysis - L3-Numpy Indexing, Slicing and Iterating.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/4.1 Source code - Data Analysis - L4-Numpy Shape Manipulation.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/5.1 Source code - Data Analysis - L5-Numpy Linear Algebra.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/5.2 Source code - Data Analysis - L5-Numpy Linear Algebra.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/6.2 Source code - Data Analysis - L6-Pandas Data structures and properties.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/6.3 Source code - Data Analysis - L6-Pandas Data structures and properties.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/7.3 Source code - Data Analysis - L7-Pandas Operations.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/8.2 Source code - Data Analysis - L8-Pandas Applying Functions.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/9.4 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/9.6 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/10.2 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/10.4 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/11.1 Source code - Data Analysis - L11-Pandas Statistics with Pandas.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/12.1 Source code - Data Analysis - L12-Time Series with Pandas.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/12.3 Source code - Data Analysis - L12-Time Series with Pandas.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/13.1 Source code - Data Analysis - L13-Matplotlib basics.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/14.1 Source code - Data Analysis - L14-Matplotlib Subplots and Axes.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/15.1 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/15.2 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/16.1 Source code - Data Analysis - L16-Matplotlib Color Maps.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/16.2 Source code - Data Analysis - L16-Matplotlib Color Maps.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/17.1 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/17.2 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/18.4 Source code - Data Analysis - L18-Matplotlib Statistical Graphs part2.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/19.1 Source code - Data Analysis - L19-Seaborn Basics.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/19.3 Source code - Data Analysis - L19-Seaborn Basics.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/20.2 Source code - Data Analysis - L20-Seaborn Color Palette.html
141 Bytes
Machine Learning with Python from Scratch/2. Data Analysis/21.1 Source code - Data Analysis - L21-Seaborn Categorical Data.html
141 Bytes
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Machine Learning with Python from Scratch/2. Data Analysis/22.1 Source code - Data Analysis - L22-Seaborn Numerical Data.html
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Machine Learning with Python from Scratch/3. Machine Learning/3.1 Source code - Machine Learning - L3-KFold Cross Validation.html
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Machine Learning with Python from Scratch/3. Machine Learning/3.2 Source code - Machine Learning - L3-KFold Cross Validation.html
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Machine Learning with Python from Scratch/3. Machine Learning/5.1 Source code - Machine Learning - L5-Logistic Regression.html
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Machine Learning with Python from Scratch/3. Machine Learning/5.3 Source code - Machine Learning - L5-Logistic Regression.html
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Machine Learning with Python from Scratch/3. Machine Learning/6.3 Source code - Machine Learning - L6-Plotting Decision Boundaries.html
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Machine Learning with Python from Scratch/3. Machine Learning/7.1 Source code - Machine Learning - L7-Naive Bayes Classifier.html
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Machine Learning with Python from Scratch/3. Machine Learning/8.1 Source code - Machine Learning - L8-Suppor Vector Machines for Classification.html
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Machine Learning with Python from Scratch/3. Machine Learning/9.1 Source code - Machine Learning - L9-Decision Trees.html
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Machine Learning with Python from Scratch/3. Machine Learning/9.2 Source code - Machine Learning - L9-Decision Trees.html
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Machine Learning with Python from Scratch/3. Machine Learning/10.1 Source code - Machine Learning - L10-Random Forest.html
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Machine Learning with Python from Scratch/3. Machine Learning/11.1 Source code - Machine Learning - L11-KNN.html
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Machine Learning with Python from Scratch/3. Machine Learning/11.2 Source code - Machine Learning - L11-KNN.html
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Machine Learning with Python from Scratch/3. Machine Learning/12.1 Source code - Machine Learning - L12-GridSearchCV.html
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Machine Learning with Python from Scratch/3. Machine Learning/13.2 Source code - Machine Learning - L13-K-Means.html
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Machine Learning with Python from Scratch/3. Machine Learning/13.3 Source code - Machine Learning - L13-K-Means.html
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Machine Learning with Python from Scratch/3. Machine Learning/14.1 Source code - Machine Learning - L14-Principal Component Analysis(PCA).html
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Machine Learning with Python from Scratch/3. Machine Learning/15.1 Source code - Machine Learning - L15-Linear Discriminant Analysis(LDA).html
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Machine Learning with Python from Scratch/3. Machine Learning/15.2 Source code - Machine Learning - L15-Linear Discriminant Analysis(LDA).html
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Machine Learning with Python from Scratch/3. Machine Learning/16.2 Source code - Machine Learning - L16-Kernel Principal Component Analysis(KPCA).html
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Machine Learning with Python from Scratch/3. Machine Learning/17.2 Source code - Machine Learning - L17-Ensemble Methods(Bagging).html
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Machine Learning with Python from Scratch/3. Machine Learning/18.1 Source code - Machine Learning - L18-AdaBoost.html
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Machine Learning with Python from Scratch/3. Machine Learning/18.2 Source code - Machine Learning - L18-AdaBoost.html
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Machine Learning with Python from Scratch/3. Machine Learning/20.1 Source code - Machine Learning - L20-Linear Regression.html
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Machine Learning with Python from Scratch/3. Machine Learning/20.2 Source code - Machine Learning - L20-Linear Regression.html
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Machine Learning with Python from Scratch/3. Machine Learning/21.2 sklearn.linear_model.Lasso.html
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Machine Learning with Python from Scratch/3. Machine Learning/21.2 sklearn.linear_model.Ridge.html
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Machine Learning with Python from Scratch/3. Machine Learning/21.3 sklearn.linear_model.Ridge.html
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Machine Learning with Python from Scratch/3. Machine Learning/21.4 sklearn.linear_model.Lasso.html
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Machine Learning with Python from Scratch/3. Machine Learning/22.1 Source code - Machine Learning - L22-Polynomial Regression.html
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Machine Learning with Python from Scratch/3. Machine Learning/22.2 Source code - Machine Learning - L22-Polynomial Regression.html
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Machine Learning with Python from Scratch/3. Machine Learning/23.1 Source code - Machine Learning - L23-SVM, KNN and Random Forest for Regression.html
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Machine Learning with Python from Scratch/3. Machine Learning/23.3 Source code - Machine Learning - L23-SVM, KNN and Random Forest for Regression.html
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Machine Learning with Python from Scratch/4. Neural Networks/3.3 Source code - Neural Networks - L3-Loss Functions.html
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Machine Learning with Python from Scratch/4. Neural Networks/4.2 Source code - Neural Networks - L4-Activation Functions.html
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Machine Learning with Python from Scratch/4. Neural Networks/6.1 Source code - Neural Networks - L6-Constructing an ANN with Python-part1.html
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Machine Learning with Python from Scratch/4. Neural Networks/7.1 Source code - Neural Networks - L7-Constructing an ANN with Python-part2.html
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Machine Learning with Python from Scratch/4. Neural Networks/8.1 Source code - Neural Networks - L8-Constructing an ANN with Python-part3.html
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Machine Learning with Python from Scratch/4. Neural Networks/9.1 Source code - Neural Networks - L9-Perceptron with Scikit Learn.html
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Machine Learning with Python from Scratch/4. Neural Networks/9.2 Source code - Neural Networks - L9-Perceptron with Scikit Learn.html
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Machine Learning with Python from Scratch/4. Neural Networks/10.1 Source code - Neural Networks - L10-Multilayer Perceptron with Scikit Learn.html
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Machine Learning with Python from Scratch/5. Applications/2.1 Source code - Applications - L2-ANN for Regression Part 1.html
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Machine Learning with Python from Scratch/5. Applications/3.1 Source code - Applications - L3-ANN for Regression Part 2.html
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Machine Learning with Python from Scratch/5. Applications/4.1 Source code - Applications - L4-Recognizing Handwritten Digits.html
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Machine Learning with Python from Scratch/5. Applications/4.2 Source code - Applications - L4-Recognizing Handwritten Digits.html
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Machine Learning with Python from Scratch/2. Data Analysis/18.3 matplotlib.axes.Axes.violinplot.html
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Machine Learning with Python from Scratch/3. Machine Learning/6.1 numpy.meshgrid.html
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Machine Learning with Python from Scratch/3. Machine Learning/6.2 numpy.meshgrid.html
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Machine Learning with Python from Scratch/3. Machine Learning/14.2 PCA.html
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Machine Learning with Python from Scratch/2. Data Analysis/7.2 pandas.get_dummies.html
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Machine Learning with Python from Scratch/2. Data Analysis/12.2 pandas.to_datetime.html
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Machine Learning with Python from Scratch/2. Data Analysis/12.3 pandas.to_datetime.html
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Machine Learning with Python from Scratch/4. Neural Networks/3.1 sklearn.metrics.log_loss.html
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Machine Learning with Python from Scratch/4. Neural Networks/3.4 sklearn.metrics.log_loss.html
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Machine Learning with Python from Scratch/2. Data Analysis/9.5 pandas.read_excel.html
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Machine Learning with Python from Scratch/3. Machine Learning/13.2 KMeans.html
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Machine Learning with Python from Scratch/3. Machine Learning/13.3 KMeans.html
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Machine Learning with Python from Scratch/2. Data Analysis/12.1 Time Series Date functionality.html
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Machine Learning with Python from Scratch/2. Data Analysis/12.2 Time Series Date functionality.html
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Machine Learning with Python from Scratch/4. Neural Networks/4.3 numpy.tanh.html
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Machine Learning with Python from Scratch/2. Data Analysis/9.4 pandas.read_csv.html
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Machine Learning with Python from Scratch/2. Data Analysis/9.6 pandas.read_csv.html
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Machine Learning with Python from Scratch/2. Data Analysis/10.3 Pandas.concat.html
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Machine Learning with Python from Scratch/2. Data Analysis/14.2 Sharing axis limits and views.html
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Machine Learning with Python from Scratch/3. Machine Learning/6.1 matplotlib.axes.Axes.pcolormesh.html
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Machine Learning with Python from Scratch/3. Machine Learning/6.2 matplotlib.axes.Axes.pcolormesh.html
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Machine Learning with Python from Scratch/4. Neural Networks/5.1 Neural network models (supervised).html
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Machine Learning with Python from Scratch/4. Neural Networks/10.2 Neural network models (supervised).html
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Machine Learning with Python from Scratch/4. Neural Networks/10.3 Neural network models (supervised).html
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Machine Learning with Python from Scratch/3. Machine Learning/23.2 sklearn.svm.SVR.html
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Visit Coursedrive.org.url
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Machine Learning with Python from Scratch/Visit Coursedrive.org.url
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Machine Learning with Python from Scratch/1. Environment Setup/Visit Coursedrive.org.url
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Machine Learning with Python from Scratch/3. Machine Learning/Visit Coursedrive.org.url
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Machine Learning with Python from Scratch/6. Bonus Material/Visit Coursedrive.org.url
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Machine Learning with Python from Scratch/2. Data Analysis/16.1 Matplotlib Colormaps Reference.html
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Machine Learning with Python from Scratch/2. Data Analysis/16.2 Matplotlib Colormaps Reference.html
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Machine Learning with Python from Scratch/2. Data Analysis/5.1 Quickstart tutorial.html
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Machine Learning with Python from Scratch/2. Data Analysis/5.2 Quickstart tutorial.html
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Machine Learning with Python from Scratch/2. Data Analysis/17.1 Matplotlib Statistics Examples.html
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Machine Learning with Python from Scratch/2. Data Analysis/17.2 Matplotlib Statistics Examples.html
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Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib Statistics Examples.html
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Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib Statistics Examples.html
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Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn.jointplot.html
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Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn.jointplot.html
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Machine Learning with Python from Scratch/3. Machine Learning/3.1 Cross-validation (statistics).html
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Machine Learning with Python from Scratch/3. Machine Learning/3.2 Cross-validation (statistics).html
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Machine Learning with Python from Scratch/2. Data Analysis/6.1 Intro to Data Structures.html
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Machine Learning with Python from Scratch/2. Data Analysis/6.3 Intro to Data Structures.html
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Machine Learning with Python from Scratch/3. Machine Learning/13.1 Simple Plot.html
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Machine Learning with Python from Scratch/2. Data Analysis/6.1 Essential Basic Functionality.html
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Machine Learning with Python from Scratch/2. Data Analysis/6.2 Essential Basic Functionality.html
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Machine Learning with Python from Scratch/2. Data Analysis/20.1 Choosing color palettes.html
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Machine Learning with Python from Scratch/3. Machine Learning/7.2 Naive Bayes methods.html
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Machine Learning with Python from Scratch/3. Machine Learning/12.2 Tuning the hyper-parameters of an estimator.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.4 Artificial neural network wiki.html
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Machine Learning with Python from Scratch/2. Data Analysis/7.1 Working with Text Data.html
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Machine Learning with Python from Scratch/2. Data Analysis/9.2 IO Tools (Text, CSV, HDF5, ...).html
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Machine Learning with Python from Scratch/2. Data Analysis/9.3 IO Tools (Text, CSV, HDF5, ...).html
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Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib mplot3d API.html
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Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib mplot3d API.html
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Machine Learning with Python from Scratch/2. Data Analysis/21.1 Plotting with Categorical Data.html
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Machine Learning with Python from Scratch/2. Data Analysis/21.2 Plotting with Categorical Data.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.5 Multilayer perceptron.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.6 Multilayer perceptron.html
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Machine Learning with Python from Scratch/4. Neural Networks/2.1 Multilayer perceptron.html
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Machine Learning with Python from Scratch/4. Neural Networks/2.4 Multilayer perceptron.html
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Machine Learning with Python from Scratch/4. Neural Networks/4.1 Activation function.html
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Machine Learning with Python from Scratch/3. Machine Learning/9.1 Decision Trees (DTs).html
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Machine Learning with Python from Scratch/3. Machine Learning/9.2 Decision Trees (DTs).html
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Machine Learning with Python from Scratch/4. Neural Networks/3.2 Mean squared error.html
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Machine Learning with Python from Scratch/3. Machine Learning/8.2 Support vector machines (SVMs).html
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Machine Learning with Python from Scratch/3. Machine Learning/19.1 Linear regression wiki.html
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Machine Learning with Python from Scratch/3. Machine Learning/1.1 Machine learning wiki page.html
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Machine Learning with Python from Scratch/3. Machine Learning/4.1 Confusion matrix wiki.html
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Machine Learning with Python from Scratch/3. Machine Learning/5.2 Softmax function wiki.html
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Machine Learning with Python from Scratch/3. Machine Learning/5.3 Softmax function wiki.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.3 Gradient descent.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.5 Gradient descent.html
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Machine Learning with Python from Scratch/4. Neural Networks/2.3 Gradient descent.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.2 Backpropagation.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.7 Backpropagation.html
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Machine Learning with Python from Scratch/4. Neural Networks/2.1 Backpropagation.html
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Machine Learning with Python from Scratch/4. Neural Networks/2.4 Backpropagation.html
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Machine Learning with Python from Scratch/4. Neural Networks/3.1 Cross entropy.html
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Machine Learning with Python from Scratch/4. Neural Networks/3.4 Cross entropy.html
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Machine Learning with Python from Scratch/2. Data Analysis/19.1 Installing and getting started.html
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Machine Learning with Python from Scratch/2. Data Analysis/19.2 Installing and getting started.html
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Machine Learning with Python from Scratch/2. Data Analysis/15.1 Matplotlib Usage FAQ.html
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Machine Learning with Python from Scratch/2. Data Analysis/15.2 Matplotlib Usage FAQ.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.1 Delta rule.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.2 Perceptron.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.3 Chain rule.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.6 Chain rule.html
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Machine Learning with Python from Scratch/4. Neural Networks/1.7 Perceptron.html
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Machine Learning with Python from Scratch/4. Neural Networks/2.2 Chain rule.html
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Machine Learning with Python from Scratch/5. Applications/1.1 UC Irvine Machine Learning Repository.html
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Machine Learning with Python from Scratch/5. Applications/1.2 UC Irvine Machine Learning Repository.html
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Machine Learning with Python from Scratch/2. Data Analysis/19.2 seaborn statistical data visualization.html
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Machine Learning with Python from Scratch/2. Data Analysis/19.3 seaborn statistical data visualization.html
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Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn statistical data visualization.html
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Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn statistical data visualization.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.1 Seaborn.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.4 Seaborn.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.2 Pandas.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.4 Pandas.html
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Machine Learning with Python from Scratch/5. Applications/1.1 Data Science and Machine Learning website.html
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Machine Learning with Python from Scratch/5. Applications/1.2 Data Science and Machine Learning website.html
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Machine Learning with Python from Scratch/1. Environment Setup/2.1 Python main web page.html
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Machine Learning with Python from Scratch/1. Environment Setup/2.2 Python main web page.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.1 Matplotlib.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.3 Matplotlib.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.2 Numpy.html
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Machine Learning with Python from Scratch/2. Data Analysis/1.3 Numpy.html
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Machine Learning with Python from Scratch/2. Data Analysis/5.3 NumPy.html
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Machine Learning with Python from Scratch/1. Environment Setup/2.1 Anaconda main web page.html
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Machine Learning with Python from Scratch/1. Environment Setup/2.2 Anaconda main web page.html
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Machine Learning with Python from Scratch/1. Environment Setup/3.2 Jupyter Notebook main web page.html
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