[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

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Files
  1. 01 Welcome to the course!/001 Applications of Machine Learning-subtitle-en.srt 5.51KB
  2. 01 Welcome to the course!/001 Applications of Machine Learning.mp4 7.99MB
  3. 01 Welcome to the course!/002 Why Machine Learning is the Future-subtitle-en.srt 9.58KB
  4. 01 Welcome to the course!/002 Why Machine Learning is the Future.mp4 12.81MB
  5. 01 Welcome to the course!/003 Installing R and R Studio (MAC & Windows)-subtitle-en.srt 9.19KB
  6. 01 Welcome to the course!/003 Installing R and R Studio (MAC & Windows).mp4 17.55MB
  7. 01 Welcome to the course!/004 Update_ Recommended Anaconda Version.html 2.25KB
  8. 01 Welcome to the course!/005 Installing Python and Anaconda (MAC & Windows)-subtitle-en.srt 12.30KB
  9. 01 Welcome to the course!/005 Installing Python and Anaconda (MAC & Windows).mp4 19.52MB
  10. 01 Welcome to the course!/006 BONUS_ Meet your instructors.html 2.16KB
  11. 02 -------------------- Part 1_ Data Preprocessing --------------------/007 Welcome to Part 1 - Data Preprocessing-subtitle-en.srt 2.52KB
  12. 02 -------------------- Part 1_ Data Preprocessing --------------------/007 Welcome to Part 1 - Data Preprocessing.mp4 2.98MB
  13. 02 -------------------- Part 1_ Data Preprocessing --------------------/008 Get the dataset-subtitle-en.srt 11.09KB
  14. 02 -------------------- Part 1_ Data Preprocessing --------------------/008 Get the dataset.mp4 21.15MB
  15. 02 -------------------- Part 1_ Data Preprocessing --------------------/009 Importing the Libraries-subtitle-en.srt 8.41KB
  16. 02 -------------------- Part 1_ Data Preprocessing --------------------/009 Importing the Libraries.mp4 11.07MB
  17. 02 -------------------- Part 1_ Data Preprocessing --------------------/010 Importing the Dataset-subtitle-en.srt 18.66KB
  18. 02 -------------------- Part 1_ Data Preprocessing --------------------/010 Importing the Dataset.mp4 23.31MB
  19. 02 -------------------- Part 1_ Data Preprocessing --------------------/012 Missing Data-subtitle-en.srt 23.63KB
  20. 02 -------------------- Part 1_ Data Preprocessing --------------------/012 Missing Data.mp4 32.16MB
  21. 02 -------------------- Part 1_ Data Preprocessing --------------------/013 Categorical Data-subtitle-en.srt 27.01KB
  22. 02 -------------------- Part 1_ Data Preprocessing --------------------/013 Categorical Data.mp4 40.79MB
  23. 02 -------------------- Part 1_ Data Preprocessing --------------------/014 Splitting the Dataset into the Training set and Test set-subtitle-en.srt 26.90KB
  24. 02 -------------------- Part 1_ Data Preprocessing --------------------/014 Splitting the Dataset into the Training set and Test set.mp4 39.03MB
  25. 02 -------------------- Part 1_ Data Preprocessing --------------------/015 Feature Scaling-subtitle-en.srt 23.47KB
  26. 02 -------------------- Part 1_ Data Preprocessing --------------------/015 Feature Scaling.mp4 34.62MB
  27. 02 -------------------- Part 1_ Data Preprocessing --------------------/016 And here is our Data Preprocessing Template!-subtitle-en.srt 14.16KB
  28. 02 -------------------- Part 1_ Data Preprocessing --------------------/016 And here is our Data Preprocessing Template!.mp4 19.67MB
  29. 03 -------------------- Part 2_ Regression --------------------/017 Welcome to Part 2 - Regression.html 1.97KB
  30. 04 Simple Linear Regression/018 How to get the dataset-subtitle-en.srt 4.93KB
  31. 04 Simple Linear Regression/018 How to get the dataset.mp4 11.71MB
  32. 04 Simple Linear Regression/019 Dataset + Business Problem Description-subtitle-en.srt 4.08KB
  33. 04 Simple Linear Regression/019 Dataset + Business Problem Description.mp4 6.62MB
  34. 04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 1-subtitle-en.srt 8.30KB
  35. 04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 1.mp4 9.47MB
  36. 04 Simple Linear Regression/021 Simple Linear Regression Intuition - Step 2-subtitle-en.srt 4.34KB
  37. 04 Simple Linear Regression/021 Simple Linear Regression Intuition - Step 2.mp4 5.37MB
  38. 04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 1-subtitle-en.srt 15.47KB
  39. 04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 1.mp4 21.72MB
  40. 04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 2-subtitle-en.srt 12.32KB
  41. 04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 2.mp4 18.75MB
  42. 04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 3-subtitle-en.srt 9.84KB
  43. 04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 3.mp4 15.61MB
  44. 04 Simple Linear Regression/025 Simple Linear Regression in Python - Step 4-subtitle-en.srt 22.44KB
  45. 04 Simple Linear Regression/025 Simple Linear Regression in Python - Step 4.mp4 30.82MB
  46. 04 Simple Linear Regression/026 Simple Linear Regression in R - Step 1-subtitle-en.srt 7.71KB
  47. 04 Simple Linear Regression/026 Simple Linear Regression in R - Step 1.mp4 9.53MB
  48. 04 Simple Linear Regression/027 Simple Linear Regression in R - Step 2-subtitle-en.srt 8.89KB
  49. 04 Simple Linear Regression/027 Simple Linear Regression in R - Step 2.mp4 14.35MB
  50. 04 Simple Linear Regression/028 Simple Linear Regression in R - Step 3-subtitle-en.srt 5.52KB
  51. 04 Simple Linear Regression/028 Simple Linear Regression in R - Step 3.mp4 8.63MB
  52. 04 Simple Linear Regression/029 Simple Linear Regression in R - Step 4-subtitle-en.srt 23.94KB
  53. 04 Simple Linear Regression/029 Simple Linear Regression in R - Step 4.mp4 37.37MB
  54. 05 Multiple Linear Regression/030 How to get the dataset-subtitle-en.srt 4.93KB
  55. 05 Multiple Linear Regression/030 How to get the dataset.mp4 11.71MB
  56. 05 Multiple Linear Regression/031 Dataset + Business Problem Description-subtitle-en.srt 5.68KB
  57. 05 Multiple Linear Regression/031 Dataset + Business Problem Description.mp4 9.98MB
  58. 05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 1-subtitle-en.srt 1.58KB
  59. 05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 1.mp4 1.82MB
  60. 05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 2-subtitle-en.srt 1.45KB
  61. 05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 2.mp4 1.78MB
  62. 05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 3-subtitle-en.srt 10.70KB
  63. 05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 3.mp4 14.28MB
  64. 05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 4-subtitle-en.srt 3.51KB
  65. 05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 4.mp4 4.51MB
  66. 05 Multiple Linear Regression/036 Multiple Linear Regression Intuition - Step 5-subtitle-en.srt 23.56KB
  67. 05 Multiple Linear Regression/036 Multiple Linear Regression Intuition - Step 5.mp4 28.83MB
  68. 05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 1-subtitle-en.srt 24.44KB
  69. 05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 1.mp4 39.56MB
  70. 05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 2-subtitle-en.srt 4.08KB
  71. 05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 2.mp4 7.22MB
  72. 05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Step 3-subtitle-en.srt 8.27KB
  73. 05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Step 3.mp4 14.29MB
  74. 05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - Preparation-subtitle-en.srt 19.71KB
  75. 05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4 32.82MB
  76. 05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !-subtitle-en.srt 19.68KB
  77. 05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !.mp4 32.59MB
  78. 05 Multiple Linear Regression/042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution-subtitle-en.srt 14.17KB
  79. 05 Multiple Linear Regression/042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4 27.17MB
  80. 05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 1-subtitle-en.srt 11.85KB
  81. 05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 1.mp4 17.94MB
  82. 05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 2-subtitle-en.srt 15.43KB
  83. 05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 2.mp4 25.93MB
  84. 05 Multiple Linear Regression/045 Multiple Linear Regression in R - Step 3-subtitle-en.srt 7.07KB
  85. 05 Multiple Linear Regression/045 Multiple Linear Regression in R - Step 3.mp4 10.41MB
  86. 05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !-subtitle-en.srt 27.48KB
  87. 05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !.mp4 39.73MB
  88. 05 Multiple Linear Regression/047 Multiple Linear Regression in R - Backward Elimination - Homework Solution-subtitle-en.srt 11.86KB
  89. 05 Multiple Linear Regression/047 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4 17.24MB
  90. 06 Polynomial Regression/048 Polynomial Regression Intuition-subtitle-en.srt 7.82KB
  91. 06 Polynomial Regression/048 Polynomial Regression Intuition.mp4 9.44MB
  92. 06 Polynomial Regression/049 How to get the dataset-subtitle-en.srt 4.93KB
  93. 06 Polynomial Regression/049 How to get the dataset.mp4 11.71MB
  94. 06 Polynomial Regression/050 Polynomial Regression in Python - Step 1-subtitle-en.srt 17.50KB
  95. 06 Polynomial Regression/050 Polynomial Regression in Python - Step 1.mp4 24.89MB
  96. 06 Polynomial Regression/051 Polynomial Regression in Python - Step 2-subtitle-en.srt 17.22KB
  97. 06 Polynomial Regression/051 Polynomial Regression in Python - Step 2.mp4 27.10MB
  98. 06 Polynomial Regression/052 Polynomial Regression in Python - Step 3-subtitle-en.srt 31.40KB
  99. 06 Polynomial Regression/052 Polynomial Regression in Python - Step 3.mp4 42.98MB
  100. 06 Polynomial Regression/053 Polynomial Regression in Python - Step 4-subtitle-en.srt 8.65KB
  101. 06 Polynomial Regression/053 Polynomial Regression in Python - Step 4.mp4 13.50MB
  102. 06 Polynomial Regression/054 Python Regression Template-subtitle-en.srt 16.38KB
  103. 06 Polynomial Regression/054 Python Regression Template.mp4 27.43MB
  104. 06 Polynomial Regression/055 Polynomial Regression in R - Step 1-subtitle-en.srt 14.13KB
  105. 06 Polynomial Regression/055 Polynomial Regression in R - Step 1.mp4 17.78MB
  106. 06 Polynomial Regression/056 Polynomial Regression in R - Step 2-subtitle-en.srt 15.27KB
  107. 06 Polynomial Regression/056 Polynomial Regression in R - Step 2.mp4 23.87MB
  108. 06 Polynomial Regression/057 Polynomial Regression in R - Step 3-subtitle-en.srt 30.86KB
  109. 06 Polynomial Regression/057 Polynomial Regression in R - Step 3.mp4 43.31MB
  110. 06 Polynomial Regression/058 Polynomial Regression in R - Step 4-subtitle-en.srt 15.44KB
  111. 06 Polynomial Regression/058 Polynomial Regression in R - Step 4.mp4 22.34MB
  112. 06 Polynomial Regression/059 R Regression Template-subtitle-en.srt 18.63KB
  113. 06 Polynomial Regression/059 R Regression Template.mp4 25.41MB
  114. 07 Support Vector Regression (SVR)/060 How to get the dataset-subtitle-en.srt 4.93KB
  115. 07 Support Vector Regression (SVR)/060 How to get the dataset.mp4 11.71MB
  116. 07 Support Vector Regression (SVR)/061 SVR in Python-subtitle-en.srt 30.89KB
  117. 07 Support Vector Regression (SVR)/061 SVR in Python.mp4 46.18MB
  118. 07 Support Vector Regression (SVR)/062 SVR in R-subtitle-en.srt 18.70KB
  119. 07 Support Vector Regression (SVR)/062 SVR in R.mp4 25.87MB
  120. 08 Decision Tree Regression/063 Decision Tree Regression Intuition-subtitle-en.srt 17.06KB
  121. 08 Decision Tree Regression/063 Decision Tree Regression Intuition.mp4 22.69MB
  122. 08 Decision Tree Regression/064 How to get the dataset-subtitle-en.srt 4.93KB
  123. 08 Decision Tree Regression/064 How to get the dataset.mp4 11.71MB
  124. 08 Decision Tree Regression/065 Decision Tree Regression in Python-subtitle-en.srt 23.73KB
  125. 08 Decision Tree Regression/065 Decision Tree Regression in Python.mp4 33.54MB
  126. 08 Decision Tree Regression/066 Decision Tree Regression in R-subtitle-en.srt 32.15KB
  127. 08 Decision Tree Regression/066 Decision Tree Regression in R.mp4 44.37MB
  128. 09 Random Forest Regression/067 Random Forest Regression Intuition-subtitle-en.srt 10.22KB
  129. 09 Random Forest Regression/067 Random Forest Regression Intuition.mp4 13.82MB
  130. 09 Random Forest Regression/068 How to get the dataset-subtitle-en.srt 4.93KB
  131. 09 Random Forest Regression/068 How to get the dataset.mp4 11.71MB
  132. 09 Random Forest Regression/069 Random Forest Regression in Python-subtitle-en.srt 27.53KB
  133. 09 Random Forest Regression/069 Random Forest Regression in Python.mp4 39.47MB
  134. 09 Random Forest Regression/070 Random Forest Regression in R-subtitle-en.srt 28.11KB
  135. 09 Random Forest Regression/070 Random Forest Regression in R.mp4 40.34MB
  136. 10 Evaluating Regression Models Performance/071 R-Squared Intuition-subtitle-en.srt 7.17KB
  137. 10 Evaluating Regression Models Performance/071 R-Squared Intuition.mp4 8.85MB
  138. 10 Evaluating Regression Models Performance/072 Adjusted R-Squared Intuition-subtitle-en.srt 14.45KB
  139. 10 Evaluating Regression Models Performance/072 Adjusted R-Squared Intuition.mp4 19.28MB
  140. 10 Evaluating Regression Models Performance/073 Evaluating Regression Models Performance - Homework's Final Part-subtitle-en.srt 12.93KB
  141. 10 Evaluating Regression Models Performance/073 Evaluating Regression Models Performance - Homework's Final Part.mp4 21.89MB
  142. 10 Evaluating Regression Models Performance/074 Interpreting Linear Regression Coefficients-subtitle-en.srt 13.32KB
  143. 10 Evaluating Regression Models Performance/074 Interpreting Linear Regression Coefficients.mp4 24.21MB
  144. 10 Evaluating Regression Models Performance/075 Conclusion of Part 2 - Regression.html 4.33KB
  145. 11 -------------------- Part 3_ Classification --------------------/076 Welcome to Part 3 - Classification.html 1.93KB
  146. 12 Logistic Regression/077 Logistic Regression Intuition-subtitle-en.srt 24.84KB
  147. 12 Logistic Regression/077 Logistic Regression Intuition.mp4 29.17MB
  148. 12 Logistic Regression/078 How to get the dataset-subtitle-en.srt 4.93KB
  149. 12 Logistic Regression/078 How to get the dataset.mp4 11.71MB
  150. 12 Logistic Regression/079 Logistic Regression in Python - Step 1-subtitle-en.srt 8.76KB
  151. 12 Logistic Regression/079 Logistic Regression in Python - Step 1.mp4 12.93MB
  152. 12 Logistic Regression/080 Logistic Regression in Python - Step 2-subtitle-en.srt 4.92KB
  153. 12 Logistic Regression/080 Logistic Regression in Python - Step 2.mp4 8.23MB
  154. 12 Logistic Regression/081 Logistic Regression in Python - Step 3-subtitle-en.srt 4.10KB
  155. 12 Logistic Regression/081 Logistic Regression in Python - Step 3.mp4 5.97MB
  156. 12 Logistic Regression/082 Logistic Regression in Python - Step 4-subtitle-en.srt 7.16KB
  157. 12 Logistic Regression/082 Logistic Regression in Python - Step 4.mp4 10.37MB
  158. 12 Logistic Regression/083 Logistic Regression in Python - Step 5-subtitle-en.srt 29.70KB
  159. 12 Logistic Regression/083 Logistic Regression in Python - Step 5.mp4 42.55MB
  160. 12 Logistic Regression/084 Python Classification Template-subtitle-en.srt 6.07KB
  161. 12 Logistic Regression/084 Python Classification Template.mp4 12.06MB
  162. 12 Logistic Regression/085 Logistic Regression in R - Step 1-subtitle-en.srt 8.92KB
  163. 12 Logistic Regression/085 Logistic Regression in R - Step 1.mp4 12.58MB
  164. 12 Logistic Regression/086 Logistic Regression in R - Step 2-subtitle-en.srt 4.35KB
  165. 12 Logistic Regression/086 Logistic Regression in R - Step 2.mp4 7.84MB
  166. 12 Logistic Regression/087 Logistic Regression in R - Step 3-subtitle-en.srt 7.43KB
  167. 12 Logistic Regression/087 Logistic Regression in R - Step 3.mp4 14.59MB
  168. 12 Logistic Regression/088 Logistic Regression in R - Step 4-subtitle-en.srt 3.98KB
  169. 12 Logistic Regression/088 Logistic Regression in R - Step 4.mp4 6.90MB
  170. 12 Logistic Regression/089 Logistic Regression in R - Step 5-subtitle-en.srt 29.10KB
  171. 12 Logistic Regression/089 Logistic Regression in R - Step 5.mp4 51.68MB
  172. 12 Logistic Regression/090 R Classification Template-subtitle-en.srt 6.70KB
  173. 12 Logistic Regression/090 R Classification Template.mp4 12.47MB
  174. 13 K-Nearest Neighbors (K-NN)/091 K-Nearest Neighbor Intuition-subtitle-en.srt 8.04KB
  175. 13 K-Nearest Neighbors (K-NN)/091 K-Nearest Neighbor Intuition.mp4 9.27MB
  176. 13 K-Nearest Neighbors (K-NN)/092 How to get the dataset-subtitle-en.srt 4.93KB
  177. 13 K-Nearest Neighbors (K-NN)/092 How to get the dataset.mp4 11.71MB
  178. 13 K-Nearest Neighbors (K-NN)/093 K-NN in Python-subtitle-en.srt 21.24KB
  179. 13 K-Nearest Neighbors (K-NN)/093 K-NN in Python.mp4 35.21MB
  180. 13 K-Nearest Neighbors (K-NN)/094 K-NN in R-subtitle-en.srt 23.37KB
  181. 13 K-Nearest Neighbors (K-NN)/094 K-NN in R.mp4 41.37MB
  182. 14 Support Vector Machine (SVM)/095 SVM Intuition-subtitle-en.srt 15.72KB
  183. 14 Support Vector Machine (SVM)/095 SVM Intuition.mp4 18.01MB
  184. 14 Support Vector Machine (SVM)/096 How to get the dataset-subtitle-en.srt 4.93KB
  185. 14 Support Vector Machine (SVM)/096 How to get the dataset.mp4 11.71MB
  186. 14 Support Vector Machine (SVM)/097 SVM in Python-subtitle-en.srt 19.16KB
  187. 14 Support Vector Machine (SVM)/097 SVM in Python.mp4 31.16MB
  188. 14 Support Vector Machine (SVM)/098 SVM in R-subtitle-en.srt 18.40KB
  189. 14 Support Vector Machine (SVM)/098 SVM in R.mp4 32.26MB
  190. 14 Support Vector Machine (SVM)/098 SVM.zip 8.27KB
  191. 15 Kernel SVM/099 Kernel SVM Intuition-subtitle-en.srt 4.56KB
  192. 15 Kernel SVM/099 Kernel SVM Intuition.mp4 5.79MB
  193. 15 Kernel SVM/100 Mapping to a higher dimension-subtitle-en.srt 10.93KB
  194. 15 Kernel SVM/100 Mapping to a higher dimension.mp4 13.74MB
  195. 15 Kernel SVM/101 The Kernel Trick-subtitle-en.srt 17.15KB
  196. 15 Kernel SVM/101 The Kernel Trick.mp4 29.28MB
  197. 15 Kernel SVM/102 Types of Kernel Functions-subtitle-en.srt 5.12KB
  198. 15 Kernel SVM/102 Types of Kernel Functions.mp4 12.30MB
  199. 15 Kernel SVM/103 How to get the dataset-subtitle-en.srt 4.93KB
  200. 15 Kernel SVM/103 How to get the dataset.mp4 11.71MB
  201. 15 Kernel SVM/104 Kernel SVM in Python-subtitle-en.srt 28.25KB
  202. 15 Kernel SVM/104 Kernel SVM in Python.mp4 41.62MB
  203. 15 Kernel SVM/105 Kernel SVM in R-subtitle-en.srt 25.45KB
  204. 15 Kernel SVM/105 Kernel SVM in R.mp4 40.45MB
  205. 16 Naive Bayes/106 Bayes Theorem-subtitle-en.srt 34.45KB
  206. 16 Naive Bayes/106 Bayes Theorem.mp4 43.90MB
  207. 16 Naive Bayes/107 Naive Bayes Intuition-subtitle-en.srt 23.34KB
  208. 16 Naive Bayes/107 Naive Bayes Intuition.mp4 27.79MB
  209. 16 Naive Bayes/108 Naive Bayes Intuition (Challenge Reveal)-subtitle-en.srt 9.50KB
  210. 16 Naive Bayes/108 Naive Bayes Intuition (Challenge Reveal).mp4 13.27MB
  211. 16 Naive Bayes/109 Naive Bayes Intuition (Extras)-subtitle-en.srt 15.93KB
  212. 16 Naive Bayes/109 Naive Bayes Intuition (Extras).mp4 18.94MB
  213. 16 Naive Bayes/110 How to get the dataset-subtitle-en.srt 4.93KB
  214. 16 Naive Bayes/110 How to get the dataset.mp4 11.71MB
  215. 16 Naive Bayes/111 Naive Bayes in Python-subtitle-en.srt 13.75KB
  216. 16 Naive Bayes/111 Naive Bayes in Python.mp4 23.38MB
  217. 16 Naive Bayes/112 Naive Bayes in R-subtitle-en.srt 21.90KB
  218. 16 Naive Bayes/112 Naive Bayes in R.mp4 37.31MB
  219. 17 Decision Tree Classification/113 Decision Tree Classification Intuition-subtitle-en.srt 12.88KB
  220. 17 Decision Tree Classification/113 Decision Tree Classification Intuition.mp4 18.79MB
  221. 17 Decision Tree Classification/114 How to get the dataset-subtitle-en.srt 4.93KB
  222. 17 Decision Tree Classification/114 How to get the dataset.mp4 11.71MB
  223. 17 Decision Tree Classification/115 Decision Tree Classification in Python-subtitle-en.srt 19.43KB
  224. 17 Decision Tree Classification/115 Decision Tree Classification in Python.mp4 29.80MB
  225. 17 Decision Tree Classification/116 Decision Tree Classification in R-subtitle-en.srt 29.14KB
  226. 17 Decision Tree Classification/116 Decision Tree Classification in R.mp4 51.18MB
  227. 18 Random Forest Classification/117 Random Forest Classification Intuition-subtitle-en.srt 7.06KB
  228. 18 Random Forest Classification/117 Random Forest Classification Intuition.mp4 19.43MB
  229. 18 Random Forest Classification/118 How to get the dataset-subtitle-en.srt 4.93KB
  230. 18 Random Forest Classification/118 How to get the dataset.mp4 11.71MB
  231. 18 Random Forest Classification/119 Random Forest Classification in Python-subtitle-en.srt 30.74KB
  232. 18 Random Forest Classification/119 Random Forest Classification in Python.mp4 47.15MB
  233. 18 Random Forest Classification/120 Random Forest Classification in R-subtitle-en.srt 32.41KB
  234. 18 Random Forest Classification/120 Random Forest Classification in R.mp4 49.39MB
  235. 19 Evaluating Classification Models Performance/121 False Positives & False Negatives-subtitle-en.srt 11.29KB
  236. 19 Evaluating Classification Models Performance/121 False Positives & False Negatives.mp4 13.65MB
  237. 19 Evaluating Classification Models Performance/122 Confusion Matrix-subtitle-en.srt 7.51KB
  238. 19 Evaluating Classification Models Performance/122 Confusion Matrix.mp4 8.21MB
  239. 19 Evaluating Classification Models Performance/123 Accuracy Paradox-subtitle-en.srt 3.24KB
  240. 19 Evaluating Classification Models Performance/123 Accuracy Paradox.mp4 3.80MB
  241. 19 Evaluating Classification Models Performance/124 CAP Curve-subtitle-en.srt 16.19KB
  242. 19 Evaluating Classification Models Performance/124 CAP Curve.mp4 18.68MB
  243. 19 Evaluating Classification Models Performance/125 CAP Curve Analysis-subtitle-en.srt 9.24KB
  244. 19 Evaluating Classification Models Performance/125 CAP Curve Analysis.mp4 11.51MB
  245. 19 Evaluating Classification Models Performance/126 Conclusion of Part 3 - Classification.html 4.78KB
  246. 20 -------------------- Part 4_ Clustering --------------------/127 Welcome to Part 4 - Clustering.html 1.81KB
  247. 21 K-Means Clustering/128 K-Means Clustering Intuition-subtitle-en.srt 23.35KB
  248. 21 K-Means Clustering/128 K-Means Clustering Intuition.mp4 26.86MB
  249. 21 K-Means Clustering/129 K-Means Random Initialization Trap-subtitle-en.srt 12.96KB
  250. 21 K-Means Clustering/129 K-Means Random Initialization Trap.mp4 15.36MB
  251. 21 K-Means Clustering/130 K-Means Selecting The Number Of Clusters-subtitle-en.srt 18.46KB
  252. 21 K-Means Clustering/130 K-Means Selecting The Number Of Clusters.mp4 23.13MB
  253. 21 K-Means Clustering/131 How to get the dataset-subtitle-en.srt 4.93KB
  254. 21 K-Means Clustering/131 How to get the dataset.mp4 11.71MB
  255. 21 K-Means Clustering/132 K-Means Clustering in Python-subtitle-en.srt 28.23KB
  256. 21 K-Means Clustering/132 K-Means Clustering in Python.mp4 39.77MB
  257. 21 K-Means Clustering/133 K-Means Clustering in R-subtitle-en.srt 19.45KB
  258. 21 K-Means Clustering/133 K-Means Clustering in R.mp4 28.99MB
  259. 22 Hierarchical Clustering/134 Hierarchical Clustering Intuition-subtitle-en.srt 14.59KB
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  261. 22 Hierarchical Clustering/135 Hierarchical Clustering How Dendrograms Work-subtitle-en.srt 14.36KB
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  263. 22 Hierarchical Clustering/136 Hierarchical Clustering Using Dendrograms-subtitle-en.srt 17.60KB
  264. 22 Hierarchical Clustering/136 Hierarchical Clustering Using Dendrograms.mp4 22.81MB
  265. 22 Hierarchical Clustering/137 How to get the dataset-subtitle-en.srt 4.93KB
  266. 22 Hierarchical Clustering/137 How to get the dataset.mp4 11.71MB
  267. 22 Hierarchical Clustering/138 HC in Python - Step 1-subtitle-en.srt 7.59KB
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  287. 22 Hierarchical Clustering/148 Conclusion of Part 4 - Clustering.html 1.61KB
  288. 23 -------------------- Part 5_ Association Rule Learning --------------------/149 Welcome to Part 5 - Association Rule Learning.html 1.55KB
  289. 24 Apriori/150 Apriori Intuition-subtitle-en.srt 26.89KB
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  291. 24 Apriori/151 How to get the dataset-subtitle-en.srt 4.93KB
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  293. 24 Apriori/152 Apriori in R - Step 1-subtitle-en.srt 31.05KB
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  305. 25 Eclat/158 Eclat Intuition-subtitle-en.srt 8.41KB
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  307. 25 Eclat/159 How to get the dataset-subtitle-en.srt 4.93KB
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  309. 25 Eclat/160 Eclat in R-subtitle-en.srt 15.79KB
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  312. 26 -------------------- Part 6_ Reinforcement Learning --------------------/161 Welcome to Part 6 - Reinforcement Learning.html 1.91KB
  313. 27 Upper Confidence Bound (UCB)/162 The Multi-Armed Bandit Problem-subtitle-en.srt 23.12KB
  314. 27 Upper Confidence Bound (UCB)/162 The Multi-Armed Bandit Problem.mp4 30.19MB
  315. 27 Upper Confidence Bound (UCB)/163 Upper Confidence Bound (UCB) Intuition-subtitle-en.srt 22.77KB
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  317. 27 Upper Confidence Bound (UCB)/164 How to get the dataset-subtitle-en.srt 4.93KB
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  319. 27 Upper Confidence Bound (UCB)/165 Upper Confidence Bound in Python - Step 1-subtitle-en.srt 22.70KB
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  335. 28 Thompson Sampling/173 Thompson Sampling Intuition-subtitle-en.srt 28.54KB
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  337. 28 Thompson Sampling/174 Algorithm Comparison_ UCB vs Thompson Sampling-subtitle-en.srt 11.53KB
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  349. 29 -------------------- Part 7_ Natural Language Processing --------------------/180 Welcome to Part 7 - Natural Language Processing.html 2.80KB
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  372. 29 -------------------- Part 7_ Natural Language Processing --------------------/192 Homework Challenge.html 2.47KB
  373. 29 -------------------- Part 7_ Natural Language Processing --------------------/193 Natural Language Processing in R - Step 1-subtitle-en.srt 24.91KB
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  394. 30 -------------------- Part 8_ Deep Learning --------------------/204 Welcome to Part 8 - Deep Learning.html 1.96KB
  395. 30 -------------------- Part 8_ Deep Learning --------------------/205 What is Deep Learning_-subtitle-en.srt 18.80KB
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  397. 31 Artificial Neural Networks/206 Plan of attack-subtitle-en.srt 4.14KB
  398. 31 Artificial Neural Networks/206 Plan of attack.mp4 4.74MB
  399. 31 Artificial Neural Networks/207 The Neuron-subtitle-en.srt 25.97KB
  400. 31 Artificial Neural Networks/207 The Neuron.mp4 29.86MB
  401. 31 Artificial Neural Networks/208 The Activation Function-subtitle-en.srt 12.48KB
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  403. 31 Artificial Neural Networks/209 How do Neural Networks work_-subtitle-en.srt 19.79KB
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  405. 31 Artificial Neural Networks/210 How do Neural Networks learn_-subtitle-en.srt 19.67KB
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  407. 31 Artificial Neural Networks/211 Gradient Descent-subtitle-en.srt 14.56KB
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  409. 31 Artificial Neural Networks/212 Stochastic Gradient Descent-subtitle-en.srt 12.58KB
  410. 31 Artificial Neural Networks/212 Stochastic Gradient Descent.mp4 16.82MB
  411. 31 Artificial Neural Networks/213 Backpropagation-subtitle-en.srt 7.37KB
  412. 31 Artificial Neural Networks/213 Backpropagation.mp4 10.92MB
  413. 31 Artificial Neural Networks/214 How to get the dataset-subtitle-en.srt 4.93KB
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  415. 31 Artificial Neural Networks/215 Business Problem Description-subtitle-en.srt 7.57KB
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  417. 31 Artificial Neural Networks/216 ANN in Python - Step 1 - Installing Theano_ Tensorflow and Keras-subtitle-en.srt 20.78KB
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  445. 32 Convolutional Neural Networks/230 Plan of attack-subtitle-en.srt 5.43KB
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  447. 32 Convolutional Neural Networks/231 What are convolutional neural networks_-subtitle-en.srt 22.87KB
  448. 32 Convolutional Neural Networks/231 What are convolutional neural networks_.mp4 29.50MB
  449. 32 Convolutional Neural Networks/232 Step 1 - Convolution Operation-subtitle-en.srt 24.07KB
  450. 32 Convolutional Neural Networks/232 Step 1 - Convolution Operation.mp4 31.02MB
  451. 32 Convolutional Neural Networks/233 Step 1(b) - ReLU Layer-subtitle-en.srt 9.55KB
  452. 32 Convolutional Neural Networks/233 Step 1(b) - ReLU Layer.mp4 14.09MB
  453. 32 Convolutional Neural Networks/234 Step 2 - Pooling-subtitle-en.srt 21.83KB
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  455. 32 Convolutional Neural Networks/235 Step 3 - Flattening-subtitle-en.srt 2.62KB
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  457. 32 Convolutional Neural Networks/236 Step 4 - Full Connection-subtitle-en.srt 29.61KB
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  459. 32 Convolutional Neural Networks/237 Summary-subtitle-en.srt 6.24KB
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  461. 32 Convolutional Neural Networks/238 Softmax & Cross-Entropy-subtitle-en.srt 26.20KB
  462. 32 Convolutional Neural Networks/238 Softmax & Cross-Entropy.mp4 33.23MB
  463. 32 Convolutional Neural Networks/239 How to get the dataset-subtitle-en.srt 4.93KB
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  465. 32 Convolutional Neural Networks/240 CNN in Python - Step 1-subtitle-en.srt 19.04KB
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  486. 33 -------------------- Part 9_ Dimensionality Reduction --------------------/251 Welcome to Part 9 - Dimensionality Reduction.html 2.39KB
  487. 34 Principal Component Analysis (PCA)/252 How to get the dataset-subtitle-en.srt 4.93KB
  488. 34 Principal Component Analysis (PCA)/252 How to get the dataset.mp4 11.71MB
  489. 34 Principal Component Analysis (PCA)/253 PCA in Python - Step 1-subtitle-en.srt 18.34KB
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  495. 34 Principal Component Analysis (PCA)/256 PCA in R - Step 1-subtitle-en.srt 19.40KB
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  499. 34 Principal Component Analysis (PCA)/258 PCA in R - Step 3-subtitle-en.srt 20.55KB
  500. 34 Principal Component Analysis (PCA)/258 PCA in R - Step 3.mp4 36.73MB
  501. 35 Linear Discriminant Analysis (LDA)/259 How to get the dataset-subtitle-en.srt 4.93KB
  502. 35 Linear Discriminant Analysis (LDA)/259 How to get the dataset.mp4 11.71MB
  503. 35 Linear Discriminant Analysis (LDA)/260 LDA in Python-subtitle-en.srt 27.52KB
  504. 35 Linear Discriminant Analysis (LDA)/260 LDA in Python.mp4 45.42MB
  505. 35 Linear Discriminant Analysis (LDA)/261 LDA in R-subtitle-en.srt 30.87KB
  506. 35 Linear Discriminant Analysis (LDA)/261 LDA in R.mp4 51.29MB
  507. 36 Kernel PCA/262 How to get the dataset-subtitle-en.srt 4.93KB
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  509. 36 Kernel PCA/263 Kernel PCA in Python-subtitle-en.srt 22.29KB
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  511. 36 Kernel PCA/264 Kernel PCA in R-subtitle-en.srt 32.04KB
  512. 36 Kernel PCA/264 Kernel PCA in R.mp4 56.57MB
  513. 37 -------------------- Part 10_ Model Selection & Boosting --------------------/265 Welcome to Part 10 - Model Selection & Boosting.html 2.02KB
  514. 38 Model Selection/266 How to get the dataset-subtitle-en.srt 4.93KB
  515. 38 Model Selection/266 How to get the dataset.mp4 11.71MB
  516. 38 Model Selection/267 k-Fold Cross Validation in Python-subtitle-en.srt 21.00KB
  517. 38 Model Selection/267 k-Fold Cross Validation in Python.mp4 32.83MB
  518. 38 Model Selection/268 k-Fold Cross Validation in R-subtitle-en.srt 28.99KB
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  520. 38 Model Selection/269 Grid Search in Python - Step 1-subtitle-en.srt 22.87KB
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  524. 38 Model Selection/271 Grid Search in R-subtitle-en.srt 21.74KB
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  526. 39 XGBoost/272 How to get the dataset-subtitle-en.srt 4.93KB
  527. 39 XGBoost/272 How to get the dataset.mp4 11.71MB
  528. 39 XGBoost/273 XGBoost in Python - Step 1-subtitle-en.srt 14.15KB
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  532. 39 XGBoost/275 XGBoost in R-subtitle-en.srt 27.01KB
  533. 39 XGBoost/275 XGBoost in R.mp4 47.26MB
  534. 40 Bonus Lectures/276 ___YOUR SPECIAL BONUS___.html 5.79KB
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