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Machine Learning with Python from Scratch

  • 收录时间:2022-04-17 08:46:35
  • 文件大小:6GB
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文件列表

  1. Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.mp4 172MB
  2. Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.mp4 164MB
  3. Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.mp4 164MB
  4. Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.mp4 130MB
  5. Machine Learning with Python from Scratch/3. Machine Learning/24. L24-RANSAC Regression.mp4 127MB
  6. Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).mp4 127MB
  7. Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.mp4 124MB
  8. Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.mp4 121MB
  9. Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.mp4 116MB
  10. Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.mp4 114MB
  11. Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.mp4 113MB
  12. Machine Learning with Python from Scratch/3. Machine Learning/21. L21-Regularization with Lasso, Ridge and ElasticNet.mp4 112MB
  13. Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).mp4 111MB
  14. Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.mp4 110MB
  15. Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.mp4 108MB
  16. Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.mp4 107MB
  17. Machine Learning with Python from Scratch/3. Machine Learning/22. L22-Polynomial Regression.mp4 104MB
  18. Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.mp4 104MB
  19. Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.mp4 104MB
  20. Machine Learning with Python from Scratch/4. Neural Networks/7. L7-Constructing an ANN with Python-part2.mp4 103MB
  21. Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.mp4 102MB
  22. Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.mp4 102MB
  23. Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.mp4 98MB
  24. Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.mp4 98MB
  25. Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.mp4 97MB
  26. Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.mp4 95MB
  27. Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.mp4 95MB
  28. Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).mp4 93MB
  29. Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.mp4 93MB
  30. Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.mp4 92MB
  31. Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.mp4 91MB
  32. Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.mp4 90MB
  33. Machine Learning with Python from Scratch/4. Neural Networks/6. L6-Constructing an ANN with Python-part1.mp4 86MB
  34. Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.mp4 86MB
  35. Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.mp4 85MB
  36. Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.mp4 83MB
  37. Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.mp4 83MB
  38. Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.mp4 81MB
  39. Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.mp4 81MB
  40. Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.mp4 79MB
  41. Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.mp4 79MB
  42. Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.mp4 77MB
  43. Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).mp4 76MB
  44. Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.mp4 74MB
  45. Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.mp4 74MB
  46. Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.mp4 74MB
  47. Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.mp4 72MB
  48. Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.mp4 71MB
  49. Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.mp4 67MB
  50. Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.mp4 63MB
  51. Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.mp4 60MB
  52. Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.mp4 60MB
  53. Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.mp4 59MB
  54. Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.mp4 58MB
  55. Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.mp4 58MB
  56. Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.mp4 57MB
  57. Machine Learning with Python from Scratch/3. Machine Learning/19. L19-Regression Model and Metrics.mp4 56MB
  58. Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.mp4 56MB
  59. Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.mp4 56MB
  60. Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.mp4 48MB
  61. Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.mp4 47MB
  62. Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.mp4 47MB
  63. Machine Learning with Python from Scratch/6. Bonus Material/1. Bonus - Please Watch!.mp4 15MB
  64. Machine Learning with Python from Scratch/5. Applications/4. L4-Recognizing Handwritten Digits.vtt 20KB
  65. Machine Learning with Python from Scratch/3. Machine Learning/20. L20-Linear Regression.vtt 19KB
  66. Machine Learning with Python from Scratch/3. Machine Learning/5. L5-Logistic Regression.vtt 18KB
  67. Machine Learning with Python from Scratch/2. Data Analysis/12. L12-Time Series with Pandas.vtt 17KB
  68. Machine Learning with Python from Scratch/2. Data Analysis/21. L21-Seaborn Categorical Data.vtt 17KB
  69. Machine Learning with Python from Scratch/3. Machine Learning/14. L14-Principal Component Analysis(PCA).vtt 17KB
  70. Machine Learning with Python from Scratch/2. Data Analysis/19. L19-Seaborn Basics.vtt 16KB
  71. Machine Learning with Python from Scratch/3. Machine Learning/24. L24-RANSAC Regression.vtt 16KB
  72. Machine Learning with Python from Scratch/2. Data Analysis/6. L6-Pandas Data structures and properties.vtt 16KB
  73. Machine Learning with Python from Scratch/3. Machine Learning/6. L6-Plotting Decision Boundaries.vtt 15KB
  74. Machine Learning with Python from Scratch/2. Data Analysis/10. L10-Pandas Merge-Join-Concat-Group by.vtt 15KB
  75. Machine Learning with Python from Scratch/3. Machine Learning/11. L11-KNN.vtt 15KB
  76. Machine Learning with Python from Scratch/3. Machine Learning/21. L21-Regularization with Lasso, Ridge and ElasticNet.vtt 14KB
  77. Machine Learning with Python from Scratch/4. Neural Networks/1. L1-Neural Networks Concepts-Part 1.vtt 14KB
  78. Machine Learning with Python from Scratch/5. Applications/2. L2-ANN for Regression Part 1.vtt 14KB
  79. Machine Learning with Python from Scratch/2. Data Analysis/15. L15-Matplotlib Object Oriented Method.vtt 14KB
  80. Machine Learning with Python from Scratch/2. Data Analysis/22. L22-Seaborn Numerical Data.vtt 14KB
  81. Machine Learning with Python from Scratch/2. Data Analysis/7. L7-Pandas Operations.vtt 14KB
  82. Machine Learning with Python from Scratch/3. Machine Learning/9. L9-Decision Trees.vtt 14KB
  83. Machine Learning with Python from Scratch/4. Neural Networks/3. L3-Loss Functions.vtt 14KB
  84. Machine Learning with Python from Scratch/4. Neural Networks/7. L7-Constructing an ANN with Python-part2.vtt 13KB
  85. Machine Learning with Python from Scratch/4. Neural Networks/8. L8-Constructing an ANN with Python-part3.vtt 13KB
  86. Machine Learning with Python from Scratch/2. Data Analysis/2. L2-Numpy Array Concept and Math Operations.vtt 13KB
  87. Machine Learning with Python from Scratch/2. Data Analysis/8. L8-Pandas Applying Functions.vtt 13KB
  88. Machine Learning with Python from Scratch/3. Machine Learning/22. L22-Polynomial Regression.vtt 12KB
  89. Machine Learning with Python from Scratch/3. Machine Learning/13. L13-K-Means.vtt 12KB
  90. Machine Learning with Python from Scratch/3. Machine Learning/17. L17-Ensemble Methods(Bagging).vtt 12KB
  91. Machine Learning with Python from Scratch/2. Data Analysis/18. L18-Matplotlib Statistical Graphs part2.vtt 12KB
  92. Machine Learning with Python from Scratch/1. Environment Setup/2. L1-Anaconda.vtt 12KB
  93. Machine Learning with Python from Scratch/2. Data Analysis/17. L17-Matplotlib Statistical Graphs part1.vtt 12KB
  94. Machine Learning with Python from Scratch/3. Machine Learning/8. L8-Suppor Vector Machines for Classification.vtt 12KB
  95. Machine Learning with Python from Scratch/4. Neural Networks/6. L6-Constructing an ANN with Python-part1.vtt 12KB
  96. Machine Learning with Python from Scratch/3. Machine Learning/10. L10-Random Forest.vtt 11KB
  97. Machine Learning with Python from Scratch/1. Environment Setup/1. Source Code.html 11KB
  98. Machine Learning with Python from Scratch/3. Machine Learning/18. L18-AdaBoost.vtt 11KB
  99. Machine Learning with Python from Scratch/3. Machine Learning/16. L16-Kernel Principal Component Analysis(KPCA).vtt 11KB
  100. Machine Learning with Python from Scratch/2. Data Analysis/13. L13-Matplotlib basics.vtt 11KB
  101. Machine Learning with Python from Scratch/3. Machine Learning/12. L12-GridSearchCV.vtt 11KB
  102. Machine Learning with Python from Scratch/4. Neural Networks/10. L10-Multilayer Perceptron with Scikit Learn.vtt 10KB
  103. Machine Learning with Python from Scratch/4. Neural Networks/5. L5-Optimization of ANNs.vtt 10KB
  104. Machine Learning with Python from Scratch/4. Neural Networks/2. L2-Neural Networks Concepts-Part 2.vtt 10KB
  105. Machine Learning with Python from Scratch/4. Neural Networks/9. L9-Perceptron with Scikit Learn.vtt 10KB
  106. Machine Learning with Python from Scratch/2. Data Analysis/9. L9-Pandas Importing and Exporting data.vtt 10KB
  107. Machine Learning with Python from Scratch/1. Environment Setup/3. L2-Jupyter Notebook.vtt 10KB
  108. Machine Learning with Python from Scratch/2. Data Analysis/20. L20-Seaborn Color Palette.vtt 10KB
  109. Machine Learning with Python from Scratch/3. Machine Learning/7. L7-Naive Bayes Classifier.vtt 10KB
  110. Machine Learning with Python from Scratch/3. Machine Learning/15. L15-Linear Discriminant Analysis(LDA).vtt 10KB
  111. Machine Learning with Python from Scratch/3. Machine Learning/3. L3-KFold Cross Validation.vtt 10KB
  112. Machine Learning with Python from Scratch/3. Machine Learning/2. L2-Overfitting and Underfitting.vtt 10KB
  113. Machine Learning with Python from Scratch/2. Data Analysis/14. L14-Matplotlib Subplots and Axes.vtt 9KB
  114. Machine Learning with Python from Scratch/5. Applications/3. L3-ANN for Regression Part 2.vtt 9KB
  115. Machine Learning with Python from Scratch/4. Neural Networks/4. L4-Activation Functions.vtt 9KB
  116. Machine Learning with Python from Scratch/2. Data Analysis/4. L4-Numpy Shape Manipulation.vtt 9KB
  117. Machine Learning with Python from Scratch/2. Data Analysis/3. L3-Numpy Indexing, Slicing and Iterating.vtt 8KB
  118. Machine Learning with Python from Scratch/3. Machine Learning/19. L19-Regression Model and Metrics.vtt 8KB
  119. Machine Learning with Python from Scratch/3. Machine Learning/23. L23-SVM, KNN and Random Forest for Regression.vtt 8KB
  120. Machine Learning with Python from Scratch/2. Data Analysis/5. L5-Numpy Linear Algebra.vtt 8KB
  121. Machine Learning with Python from Scratch/2. Data Analysis/16. L16-Matplotlib Color Maps.vtt 7KB
  122. Machine Learning with Python from Scratch/3. Machine Learning/1. L1-Introduction to Machine Learning.vtt 7KB
  123. Machine Learning with Python from Scratch/3. Machine Learning/4. L4-Classification Metrics.vtt 6KB
  124. Machine Learning with Python from Scratch/2. Data Analysis/11. L11-Pandas Statistics with Pandas.vtt 6KB
  125. Machine Learning with Python from Scratch/2. Data Analysis/1. L1-Introduction.vtt 5KB
  126. Machine Learning with Python from Scratch/5. Applications/1. L1-Datasets.vtt 5KB
  127. Machine Learning with Python from Scratch/6. Bonus Material/2. Check out Our Other 36 Udemy Courses!.html 1KB
  128. Machine Learning with Python from Scratch/6. Bonus Material/1. Bonus - Please Watch!.vtt 995B
  129. Machine Learning with Python from Scratch/1. Environment Setup/Must Read.txt 540B
  130. Machine Learning with Python from Scratch/ReadMe.txt 538B
  131. Course Downloaded from coursedrive.org.txt 538B
  132. Machine Learning with Python from Scratch/3. Machine Learning/ReadMe.txt 538B
  133. Machine Learning with Python from Scratch/6. Bonus Material/ReadMe.txt 538B
  134. Machine Learning with Python from Scratch/3. Machine Learning/15.1 sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html 171B
  135. Machine Learning with Python from Scratch/3. Machine Learning/15.2 sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html 171B
  136. Machine Learning with Python from Scratch/2. Data Analysis/10.1 Brief primer on merge methods (relational algebra).html 166B
  137. Machine Learning with Python from Scratch/2. Data Analysis/10.2 Brief primer on merge methods (relational algebra).html 166B
  138. Machine Learning with Python from Scratch/3. Machine Learning/2.1 Underfitting vs. Overfitting.html 156B
  139. Machine Learning with Python from Scratch/3. Machine Learning/22.1 sklearn.preprocessing.PolynomialFeatures.html 155B
  140. Machine Learning with Python from Scratch/3. Machine Learning/22.2 sklearn.preprocessing.PolynomialFeatures.html 155B
  141. Machine Learning with Python from Scratch/3. Machine Learning/5.1 Sklearn Linear Model.html 154B
  142. Machine Learning with Python from Scratch/3. Machine Learning/5.2 Sklearn Linear Model.html 154B
  143. Machine Learning with Python from Scratch/3. Machine Learning/10.2 sklearn.ensemble.RandomForestClassifier.html 154B
  144. Machine Learning with Python from Scratch/3. Machine Learning/11.1 KNeighborsClassifier.html 153B
  145. Machine Learning with Python from Scratch/3. Machine Learning/11.2 KNeighborsClassifier.html 153B
  146. Machine Learning with Python from Scratch/3. Machine Learning/23.1 sklearn.ensemble.RandomForestRegressor.html 153B
  147. Machine Learning with Python from Scratch/3. Machine Learning/23.3 sklearn.ensemble.RandomForestRegressor.html 153B
  148. Machine Learning with Python from Scratch/3. Machine Learning/20.1 sklearn.linear_model.LinearRegression.html 152B
  149. Machine Learning with Python from Scratch/3. Machine Learning/20.2 sklearn.linear_model.LinearRegression.html 152B
  150. Machine Learning with Python from Scratch/3. Machine Learning/23.4 sklearn.neighbors.KNeighborsRegressor.html 152B
  151. Machine Learning with Python from Scratch/5. Applications/4.1 Recognizing hand-written digits.html 152B
  152. Machine Learning with Python from Scratch/5. Applications/4.2 Recognizing hand-written digits.html 152B
  153. Machine Learning with Python from Scratch/3. Machine Learning/24.1 sklearn.linear_model.RANSACRegressor.html 151B
  154. Machine Learning with Python from Scratch/4. Neural Networks/10.2 sklearn.neural_network.MLPClassifier.html 151B
  155. Machine Learning with Python from Scratch/4. Neural Networks/10.3 sklearn.neural_network.MLPClassifier.html 151B
  156. Machine Learning with Python from Scratch/3. Machine Learning/18.1 sklearn.ensemble.AdaBoostClassifier.html 150B
  157. Machine Learning with Python from Scratch/3. Machine Learning/18.2 sklearn.ensemble.AdaBoostClassifier.html 150B
  158. Machine Learning with Python from Scratch/3. Machine Learning/17.1 sklearn.ensemble.VotingClassifier.html 148B
  159. Machine Learning with Python from Scratch/2. Data Analysis/11.2 Pandas Data Frame (pandas.DataFrame.describe).html 146B
  160. Machine Learning with Python from Scratch/3. Machine Learning/16.1 sklearn.decomposition.KernelPCA.html 146B
  161. Machine Learning with Python from Scratch/3. Machine Learning/21.3 sklearn.linear_model.ElasticNet.html 146B
  162. Machine Learning with Python from Scratch/3. Machine Learning/21.4 sklearn.linear_model.ElasticNet.html 146B
  163. Machine Learning with Python from Scratch/4. Neural Networks/9.1 sklearn.linear_model.Perceptron.html 146B
  164. Machine Learning with Python from Scratch/4. Neural Networks/9.2 sklearn.linear_model.Perceptron.html 146B
  165. Machine Learning with Python from Scratch/2. Data Analysis/8.1 pandas.DataFrame.apply.html 143B
  166. Machine Learning with Python from Scratch/2. Data Analysis/9.1 pandas.read_table.html 143B
  167. Machine Learning with Python from Scratch/2. Data Analysis/9.2 pandas.DataFrame.to_csv.html 143B
  168. Machine Learning with Python from Scratch/2. Data Analysis/9.3 pandas.DataFrame.to_csv.html 143B
  169. Machine Learning with Python from Scratch/3. Machine Learning/21.1 Source code - Machine Learning - L21-Regularization with Lasso, Ridge and ElasticNet.html 143B
  170. Machine Learning with Python from Scratch/2. Data Analysis/10.1 Pandas Data Frame (pandas.DataFrame.join).html 142B
  171. Machine Learning with Python from Scratch/2. Data Analysis/10.4 Pandas Data Frame (pandas.DataFrame.join).html 142B
  172. Machine Learning with Python from Scratch/1. Environment Setup/3.1 Source code - Environment Setup - L2-Jupyter Notebook.html 141B
  173. Machine Learning with Python from Scratch/2. Data Analysis/2.1 Source code - Data Analysis - L2-Numpy Array Concept and Math Operations.html 141B
  174. Machine Learning with Python from Scratch/2. Data Analysis/3.1 Source code - Data Analysis - L3-Numpy Indexing, Slicing and Iterating.html 141B
  175. Machine Learning with Python from Scratch/2. Data Analysis/4.1 Source code - Data Analysis - L4-Numpy Shape Manipulation.html 141B
  176. Machine Learning with Python from Scratch/2. Data Analysis/5.1 Source code - Data Analysis - L5-Numpy Linear Algebra.html 141B
  177. Machine Learning with Python from Scratch/2. Data Analysis/5.2 Source code - Data Analysis - L5-Numpy Linear Algebra.html 141B
  178. Machine Learning with Python from Scratch/2. Data Analysis/6.2 Source code - Data Analysis - L6-Pandas Data structures and properties.html 141B
  179. Machine Learning with Python from Scratch/2. Data Analysis/6.3 Source code - Data Analysis - L6-Pandas Data structures and properties.html 141B
  180. Machine Learning with Python from Scratch/2. Data Analysis/7.3 Source code - Data Analysis - L7-Pandas Operations.html 141B
  181. Machine Learning with Python from Scratch/2. Data Analysis/8.2 Source code - Data Analysis - L8-Pandas Applying Functions.html 141B
  182. Machine Learning with Python from Scratch/2. Data Analysis/9.4 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html 141B
  183. Machine Learning with Python from Scratch/2. Data Analysis/9.6 Source code - Data Analysis - L9-Pandas Importing and Exporting data.html 141B
  184. Machine Learning with Python from Scratch/2. Data Analysis/10.2 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html 141B
  185. Machine Learning with Python from Scratch/2. Data Analysis/10.4 Source code - Data Analysis - L10-Pandas Merge-Join-Concat-Group by.html 141B
  186. Machine Learning with Python from Scratch/2. Data Analysis/11.1 Source code - Data Analysis - L11-Pandas Statistics with Pandas.html 141B
  187. Machine Learning with Python from Scratch/2. Data Analysis/12.1 Source code - Data Analysis - L12-Time Series with Pandas.html 141B
  188. Machine Learning with Python from Scratch/2. Data Analysis/12.3 Source code - Data Analysis - L12-Time Series with Pandas.html 141B
  189. Machine Learning with Python from Scratch/2. Data Analysis/13.1 Source code - Data Analysis - L13-Matplotlib basics.html 141B
  190. Machine Learning with Python from Scratch/2. Data Analysis/14.1 Source code - Data Analysis - L14-Matplotlib Subplots and Axes.html 141B
  191. Machine Learning with Python from Scratch/2. Data Analysis/15.1 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html 141B
  192. Machine Learning with Python from Scratch/2. Data Analysis/15.2 Source code - Data Analysis - L15-Matplotlib Object Oriented Method.html 141B
  193. Machine Learning with Python from Scratch/2. Data Analysis/16.1 Source code - Data Analysis - L16-Matplotlib Color Maps.html 141B
  194. Machine Learning with Python from Scratch/2. Data Analysis/16.2 Source code - Data Analysis - L16-Matplotlib Color Maps.html 141B
  195. Machine Learning with Python from Scratch/2. Data Analysis/17.1 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html 141B
  196. Machine Learning with Python from Scratch/2. Data Analysis/17.2 Source code - Data Analysis - L17-Matplotlib Statistical Graphs part1.html 141B
  197. Machine Learning with Python from Scratch/2. Data Analysis/18.4 Source code - Data Analysis - L18-Matplotlib Statistical Graphs part2.html 141B
  198. Machine Learning with Python from Scratch/2. Data Analysis/19.1 Source code - Data Analysis - L19-Seaborn Basics.html 141B
  199. Machine Learning with Python from Scratch/2. Data Analysis/19.3 Source code - Data Analysis - L19-Seaborn Basics.html 141B
  200. Machine Learning with Python from Scratch/2. Data Analysis/20.2 Source code - Data Analysis - L20-Seaborn Color Palette.html 141B
  201. Machine Learning with Python from Scratch/2. Data Analysis/21.1 Source code - Data Analysis - L21-Seaborn Categorical Data.html 141B
  202. Machine Learning with Python from Scratch/2. Data Analysis/21.2 Source code - Data Analysis - L21-Seaborn Categorical Data.html 141B
  203. Machine Learning with Python from Scratch/2. Data Analysis/22.1 Source code - Data Analysis - L22-Seaborn Numerical Data.html 141B
  204. Machine Learning with Python from Scratch/3. Machine Learning/3.1 Source code - Machine Learning - L3-KFold Cross Validation.html 141B
  205. Machine Learning with Python from Scratch/3. Machine Learning/3.2 Source code - Machine Learning - L3-KFold Cross Validation.html 141B
  206. Machine Learning with Python from Scratch/3. Machine Learning/5.1 Source code - Machine Learning - L5-Logistic Regression.html 141B
  207. Machine Learning with Python from Scratch/3. Machine Learning/5.3 Source code - Machine Learning - L5-Logistic Regression.html 141B
  208. Machine Learning with Python from Scratch/3. Machine Learning/6.3 Source code - Machine Learning - L6-Plotting Decision Boundaries.html 141B
  209. Machine Learning with Python from Scratch/3. Machine Learning/7.1 Source code - Machine Learning - L7-Naive Bayes Classifier.html 141B
  210. Machine Learning with Python from Scratch/3. Machine Learning/8.1 Source code - Machine Learning - L8-Suppor Vector Machines for Classification.html 141B
  211. Machine Learning with Python from Scratch/3. Machine Learning/9.1 Source code - Machine Learning - L9-Decision Trees.html 141B
  212. Machine Learning with Python from Scratch/3. Machine Learning/9.2 Source code - Machine Learning - L9-Decision Trees.html 141B
  213. Machine Learning with Python from Scratch/3. Machine Learning/10.1 Source code - Machine Learning - L10-Random Forest.html 141B
  214. Machine Learning with Python from Scratch/3. Machine Learning/11.1 Source code - Machine Learning - L11-KNN.html 141B
  215. Machine Learning with Python from Scratch/3. Machine Learning/11.2 Source code - Machine Learning - L11-KNN.html 141B
  216. Machine Learning with Python from Scratch/3. Machine Learning/12.1 Source code - Machine Learning - L12-GridSearchCV.html 141B
  217. Machine Learning with Python from Scratch/3. Machine Learning/13.2 Source code - Machine Learning - L13-K-Means.html 141B
  218. Machine Learning with Python from Scratch/3. Machine Learning/13.3 Source code - Machine Learning - L13-K-Means.html 141B
  219. Machine Learning with Python from Scratch/3. Machine Learning/14.1 Source code - Machine Learning - L14-Principal Component Analysis(PCA).html 141B
  220. Machine Learning with Python from Scratch/3. Machine Learning/15.1 Source code - Machine Learning - L15-Linear Discriminant Analysis(LDA).html 141B
  221. Machine Learning with Python from Scratch/3. Machine Learning/15.2 Source code - Machine Learning - L15-Linear Discriminant Analysis(LDA).html 141B
  222. Machine Learning with Python from Scratch/3. Machine Learning/16.2 Source code - Machine Learning - L16-Kernel Principal Component Analysis(KPCA).html 141B
  223. Machine Learning with Python from Scratch/3. Machine Learning/17.2 Source code - Machine Learning - L17-Ensemble Methods(Bagging).html 141B
  224. Machine Learning with Python from Scratch/3. Machine Learning/18.1 Source code - Machine Learning - L18-AdaBoost.html 141B
  225. Machine Learning with Python from Scratch/3. Machine Learning/18.2 Source code - Machine Learning - L18-AdaBoost.html 141B
  226. Machine Learning with Python from Scratch/3. Machine Learning/20.1 Source code - Machine Learning - L20-Linear Regression.html 141B
  227. Machine Learning with Python from Scratch/3. Machine Learning/20.2 Source code - Machine Learning - L20-Linear Regression.html 141B
  228. Machine Learning with Python from Scratch/3. Machine Learning/21.2 sklearn.linear_model.Lasso.html 141B
  229. Machine Learning with Python from Scratch/3. Machine Learning/21.2 sklearn.linear_model.Ridge.html 141B
  230. Machine Learning with Python from Scratch/3. Machine Learning/21.3 sklearn.linear_model.Ridge.html 141B
  231. Machine Learning with Python from Scratch/3. Machine Learning/21.4 sklearn.linear_model.Lasso.html 141B
  232. Machine Learning with Python from Scratch/3. Machine Learning/22.1 Source code - Machine Learning - L22-Polynomial Regression.html 141B
  233. Machine Learning with Python from Scratch/3. Machine Learning/22.2 Source code - Machine Learning - L22-Polynomial Regression.html 141B
  234. Machine Learning with Python from Scratch/3. Machine Learning/23.1 Source code - Machine Learning - L23-SVM, KNN and Random Forest for Regression.html 141B
  235. Machine Learning with Python from Scratch/3. Machine Learning/23.3 Source code - Machine Learning - L23-SVM, KNN and Random Forest for Regression.html 141B
  236. Machine Learning with Python from Scratch/4. Neural Networks/3.3 Source code - Neural Networks - L3-Loss Functions.html 141B
  237. Machine Learning with Python from Scratch/4. Neural Networks/4.2 Source code - Neural Networks - L4-Activation Functions.html 141B
  238. Machine Learning with Python from Scratch/4. Neural Networks/6.1 Source code - Neural Networks - L6-Constructing an ANN with Python-part1.html 141B
  239. Machine Learning with Python from Scratch/4. Neural Networks/7.1 Source code - Neural Networks - L7-Constructing an ANN with Python-part2.html 141B
  240. Machine Learning with Python from Scratch/4. Neural Networks/8.1 Source code - Neural Networks - L8-Constructing an ANN with Python-part3.html 141B
  241. Machine Learning with Python from Scratch/4. Neural Networks/9.1 Source code - Neural Networks - L9-Perceptron with Scikit Learn.html 141B
  242. Machine Learning with Python from Scratch/4. Neural Networks/9.2 Source code - Neural Networks - L9-Perceptron with Scikit Learn.html 141B
  243. Machine Learning with Python from Scratch/4. Neural Networks/10.1 Source code - Neural Networks - L10-Multilayer Perceptron with Scikit Learn.html 141B
  244. Machine Learning with Python from Scratch/5. Applications/2.1 Source code - Applications - L2-ANN for Regression Part 1.html 141B
  245. Machine Learning with Python from Scratch/5. Applications/3.1 Source code - Applications - L3-ANN for Regression Part 2.html 141B
  246. Machine Learning with Python from Scratch/5. Applications/4.1 Source code - Applications - L4-Recognizing Handwritten Digits.html 141B
  247. Machine Learning with Python from Scratch/5. Applications/4.2 Source code - Applications - L4-Recognizing Handwritten Digits.html 141B
  248. Machine Learning with Python from Scratch/2. Data Analysis/18.3 matplotlib.axes.Axes.violinplot.html 140B
  249. Machine Learning with Python from Scratch/3. Machine Learning/6.1 numpy.meshgrid.html 140B
  250. Machine Learning with Python from Scratch/3. Machine Learning/6.2 numpy.meshgrid.html 140B
  251. Machine Learning with Python from Scratch/3. Machine Learning/14.2 PCA.html 140B
  252. Machine Learning with Python from Scratch/2. Data Analysis/7.2 pandas.get_dummies.html 139B
  253. Machine Learning with Python from Scratch/2. Data Analysis/12.2 pandas.to_datetime.html 139B
  254. Machine Learning with Python from Scratch/2. Data Analysis/12.3 pandas.to_datetime.html 139B
  255. Machine Learning with Python from Scratch/4. Neural Networks/3.1 sklearn.metrics.log_loss.html 139B
  256. Machine Learning with Python from Scratch/4. Neural Networks/3.4 sklearn.metrics.log_loss.html 139B
  257. Machine Learning with Python from Scratch/2. Data Analysis/9.5 pandas.read_excel.html 138B
  258. Machine Learning with Python from Scratch/3. Machine Learning/13.2 KMeans.html 137B
  259. Machine Learning with Python from Scratch/3. Machine Learning/13.3 KMeans.html 137B
  260. Machine Learning with Python from Scratch/2. Data Analysis/12.1 Time Series Date functionality.html 136B
  261. Machine Learning with Python from Scratch/2. Data Analysis/12.2 Time Series Date functionality.html 136B
  262. Machine Learning with Python from Scratch/4. Neural Networks/4.3 numpy.tanh.html 136B
  263. Machine Learning with Python from Scratch/2. Data Analysis/9.4 pandas.read_csv.html 135B
  264. Machine Learning with Python from Scratch/2. Data Analysis/9.6 pandas.read_csv.html 135B
  265. Machine Learning with Python from Scratch/2. Data Analysis/10.3 Pandas.concat.html 134B
  266. Machine Learning with Python from Scratch/2. Data Analysis/14.2 Sharing axis limits and views.html 132B
  267. Machine Learning with Python from Scratch/3. Machine Learning/6.1 matplotlib.axes.Axes.pcolormesh.html 132B
  268. Machine Learning with Python from Scratch/3. Machine Learning/6.2 matplotlib.axes.Axes.pcolormesh.html 132B
  269. Machine Learning with Python from Scratch/4. Neural Networks/5.1 Neural network models (supervised).html 131B
  270. Machine Learning with Python from Scratch/4. Neural Networks/10.2 Neural network models (supervised).html 131B
  271. Machine Learning with Python from Scratch/4. Neural Networks/10.3 Neural network models (supervised).html 131B
  272. Machine Learning with Python from Scratch/3. Machine Learning/23.2 sklearn.svm.SVR.html 130B
  273. Visit Coursedrive.org.url 124B
  274. Machine Learning with Python from Scratch/Visit Coursedrive.org.url 124B
  275. Machine Learning with Python from Scratch/1. Environment Setup/Visit Coursedrive.org.url 124B
  276. Machine Learning with Python from Scratch/3. Machine Learning/Visit Coursedrive.org.url 124B
  277. Machine Learning with Python from Scratch/6. Bonus Material/Visit Coursedrive.org.url 124B
  278. Machine Learning with Python from Scratch/2. Data Analysis/16.1 Matplotlib Colormaps Reference.html 123B
  279. Machine Learning with Python from Scratch/2. Data Analysis/16.2 Matplotlib Colormaps Reference.html 123B
  280. Machine Learning with Python from Scratch/2. Data Analysis/5.1 Quickstart tutorial.html 121B
  281. Machine Learning with Python from Scratch/2. Data Analysis/5.2 Quickstart tutorial.html 121B
  282. Machine Learning with Python from Scratch/2. Data Analysis/17.1 Matplotlib Statistics Examples.html 120B
  283. Machine Learning with Python from Scratch/2. Data Analysis/17.2 Matplotlib Statistics Examples.html 120B
  284. Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib Statistics Examples.html 120B
  285. Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib Statistics Examples.html 120B
  286. Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn.jointplot.html 120B
  287. Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn.jointplot.html 120B
  288. Machine Learning with Python from Scratch/3. Machine Learning/3.1 Cross-validation (statistics).html 120B
  289. Machine Learning with Python from Scratch/3. Machine Learning/3.2 Cross-validation (statistics).html 120B
  290. Machine Learning with Python from Scratch/2. Data Analysis/6.1 Intro to Data Structures.html 118B
  291. Machine Learning with Python from Scratch/2. Data Analysis/6.3 Intro to Data Structures.html 118B
  292. Machine Learning with Python from Scratch/3. Machine Learning/13.1 Simple Plot.html 118B
  293. Machine Learning with Python from Scratch/2. Data Analysis/6.1 Essential Basic Functionality.html 117B
  294. Machine Learning with Python from Scratch/2. Data Analysis/6.2 Essential Basic Functionality.html 117B
  295. Machine Learning with Python from Scratch/2. Data Analysis/20.1 Choosing color palettes.html 116B
  296. Machine Learning with Python from Scratch/3. Machine Learning/7.2 Naive Bayes methods.html 116B
  297. Machine Learning with Python from Scratch/3. Machine Learning/12.2 Tuning the hyper-parameters of an estimator.html 116B
  298. Machine Learning with Python from Scratch/4. Neural Networks/1.4 Artificial neural network wiki.html 116B
  299. Machine Learning with Python from Scratch/2. Data Analysis/7.1 Working with Text Data.html 115B
  300. Machine Learning with Python from Scratch/2. Data Analysis/9.2 IO Tools (Text, CSV, HDF5, ...).html 113B
  301. Machine Learning with Python from Scratch/2. Data Analysis/9.3 IO Tools (Text, CSV, HDF5, ...).html 113B
  302. Machine Learning with Python from Scratch/2. Data Analysis/18.1 Matplotlib mplot3d API.html 113B
  303. Machine Learning with Python from Scratch/2. Data Analysis/18.2 Matplotlib mplot3d API.html 113B
  304. Machine Learning with Python from Scratch/2. Data Analysis/21.1 Plotting with Categorical Data.html 112B
  305. Machine Learning with Python from Scratch/2. Data Analysis/21.2 Plotting with Categorical Data.html 112B
  306. Machine Learning with Python from Scratch/4. Neural Networks/1.5 Multilayer perceptron.html 112B
  307. Machine Learning with Python from Scratch/4. Neural Networks/1.6 Multilayer perceptron.html 112B
  308. Machine Learning with Python from Scratch/4. Neural Networks/2.1 Multilayer perceptron.html 112B
  309. Machine Learning with Python from Scratch/4. Neural Networks/2.4 Multilayer perceptron.html 112B
  310. Machine Learning with Python from Scratch/4. Neural Networks/4.1 Activation function.html 110B
  311. Machine Learning with Python from Scratch/3. Machine Learning/9.1 Decision Trees (DTs).html 109B
  312. Machine Learning with Python from Scratch/3. Machine Learning/9.2 Decision Trees (DTs).html 109B
  313. Machine Learning with Python from Scratch/4. Neural Networks/3.2 Mean squared error.html 109B
  314. Machine Learning with Python from Scratch/3. Machine Learning/8.2 Support vector machines (SVMs).html 108B
  315. Machine Learning with Python from Scratch/3. Machine Learning/19.1 Linear regression wiki.html 108B
  316. Machine Learning with Python from Scratch/3. Machine Learning/1.1 Machine learning wiki page.html 107B
  317. Machine Learning with Python from Scratch/3. Machine Learning/4.1 Confusion matrix wiki.html 107B
  318. Machine Learning with Python from Scratch/3. Machine Learning/5.2 Softmax function wiki.html 107B
  319. Machine Learning with Python from Scratch/3. Machine Learning/5.3 Softmax function wiki.html 107B
  320. Machine Learning with Python from Scratch/4. Neural Networks/1.3 Gradient descent.html 107B
  321. Machine Learning with Python from Scratch/4. Neural Networks/1.5 Gradient descent.html 107B
  322. Machine Learning with Python from Scratch/4. Neural Networks/2.3 Gradient descent.html 107B
  323. Machine Learning with Python from Scratch/4. Neural Networks/1.2 Backpropagation.html 106B
  324. Machine Learning with Python from Scratch/4. Neural Networks/1.7 Backpropagation.html 106B
  325. Machine Learning with Python from Scratch/4. Neural Networks/2.1 Backpropagation.html 106B
  326. Machine Learning with Python from Scratch/4. Neural Networks/2.4 Backpropagation.html 106B
  327. Machine Learning with Python from Scratch/4. Neural Networks/3.1 Cross entropy.html 104B
  328. Machine Learning with Python from Scratch/4. Neural Networks/3.4 Cross entropy.html 104B
  329. Machine Learning with Python from Scratch/2. Data Analysis/19.1 Installing and getting started.html 103B
  330. Machine Learning with Python from Scratch/2. Data Analysis/19.2 Installing and getting started.html 103B
  331. Machine Learning with Python from Scratch/2. Data Analysis/15.1 Matplotlib Usage FAQ.html 102B
  332. Machine Learning with Python from Scratch/2. Data Analysis/15.2 Matplotlib Usage FAQ.html 102B
  333. Machine Learning with Python from Scratch/4. Neural Networks/1.1 Delta rule.html 101B
  334. Machine Learning with Python from Scratch/4. Neural Networks/1.2 Perceptron.html 101B
  335. Machine Learning with Python from Scratch/4. Neural Networks/1.3 Chain rule.html 101B
  336. Machine Learning with Python from Scratch/4. Neural Networks/1.6 Chain rule.html 101B
  337. Machine Learning with Python from Scratch/4. Neural Networks/1.7 Perceptron.html 101B
  338. Machine Learning with Python from Scratch/4. Neural Networks/2.2 Chain rule.html 101B
  339. Machine Learning with Python from Scratch/5. Applications/1.1 UC Irvine Machine Learning Repository.html 101B
  340. Machine Learning with Python from Scratch/5. Applications/1.2 UC Irvine Machine Learning Repository.html 101B
  341. Machine Learning with Python from Scratch/2. Data Analysis/19.2 seaborn statistical data visualization.html 88B
  342. Machine Learning with Python from Scratch/2. Data Analysis/19.3 seaborn statistical data visualization.html 88B
  343. Machine Learning with Python from Scratch/2. Data Analysis/22.2 seaborn statistical data visualization.html 88B
  344. Machine Learning with Python from Scratch/2. Data Analysis/22.3 seaborn statistical data visualization.html 88B
  345. Machine Learning with Python from Scratch/2. Data Analysis/1.1 Seaborn.html 87B
  346. Machine Learning with Python from Scratch/2. Data Analysis/1.4 Seaborn.html 87B
  347. Machine Learning with Python from Scratch/2. Data Analysis/1.2 Pandas.html 86B
  348. Machine Learning with Python from Scratch/2. Data Analysis/1.4 Pandas.html 86B
  349. Machine Learning with Python from Scratch/5. Applications/1.1 Data Science and Machine Learning website.html 84B
  350. Machine Learning with Python from Scratch/5. Applications/1.2 Data Science and Machine Learning website.html 84B
  351. Machine Learning with Python from Scratch/1. Environment Setup/2.1 Python main web page.html 83B
  352. Machine Learning with Python from Scratch/1. Environment Setup/2.2 Python main web page.html 83B
  353. Machine Learning with Python from Scratch/2. Data Analysis/1.1 Matplotlib.html 83B
  354. Machine Learning with Python from Scratch/2. Data Analysis/1.3 Matplotlib.html 83B
  355. Machine Learning with Python from Scratch/2. Data Analysis/1.2 Numpy.html 82B
  356. Machine Learning with Python from Scratch/2. Data Analysis/1.3 Numpy.html 82B
  357. Machine Learning with Python from Scratch/2. Data Analysis/5.3 NumPy.html 82B
  358. Machine Learning with Python from Scratch/1. Environment Setup/2.1 Anaconda main web page.html 81B
  359. Machine Learning with Python from Scratch/1. Environment Setup/2.2 Anaconda main web page.html 81B
  360. Machine Learning with Python from Scratch/1. Environment Setup/3.2 Jupyter Notebook main web page.html 79B