[Udemy] Python for Data Science and Machine Learning Bootcamp (2020) [En]

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Udemy  Python  for  Data  Science  and  Machine  Learning  Bootcamp  2020  
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Files
  1. 25. Neural Nets and Deep Learning/31. Tensorboard.mp4 144.17MB
  2. 1. Course Introduction/1. Introduction to the Course.srt 5.90KB
  3. 1. Course Introduction/2. Course Help and Welcome.mp4 22.13MB
  4. 1. Course Introduction/2. Course Help and Welcome.srt 1.15KB
  5. 1. Course Introduction/3. Course FAQs.html 5.34KB
  6. 1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip 52.49MB
  7. 2. Environment Set-Up/1. Python Environment Setup.mp4 76.35MB
  8. 2. Environment Set-Up/1. Python Environment Setup.srt 21.25KB
  9. 2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip 52.49MB
  10. 3. Jupyter Overview/1. Updates to Notebook Zip.html 197B
  11. 3. Jupyter Overview/2. Jupyter Notebooks.mp4 37.76MB
  12. 3. Jupyter Overview/2. Jupyter Notebooks.srt 22.74KB
  13. 3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip 52.49MB
  14. 3. Jupyter Overview/3. Optional Virtual Environments.mp4 21.78MB
  15. 3. Jupyter Overview/3. Optional Virtual Environments.srt 15.39KB
  16. 3. Jupyter Overview/3.1 Updated Link to Manage Environments with Conda.html 144B
  17. 4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4 10.70MB
  18. 4. Python Crash Course/1. Welcome to the Python Crash Course Section!.srt 553B
  19. 4. Python Crash Course/2. Introduction to Python Crash Course.mp4 3.03MB
  20. 4. Python Crash Course/2. Introduction to Python Crash Course.srt 2.28KB
  21. 4. Python Crash Course/3. Python Crash Course - Part 1.mp4 40.16MB
  22. 4. Python Crash Course/3. Python Crash Course - Part 1.srt 27.25KB
  23. 4. Python Crash Course/4. Python Crash Course - Part 2.mp4 32.22MB
  24. 4. Python Crash Course/4. Python Crash Course - Part 2.srt 22.52KB
  25. 4. Python Crash Course/5. Python Crash Course - Part 3.mp4 35.76MB
  26. 4. Python Crash Course/5. Python Crash Course - Part 3.srt 23.24KB
  27. 4. Python Crash Course/6. Python Crash Course - Part 4.mp4 32.55MB
  28. 4. Python Crash Course/6. Python Crash Course - Part 4.srt 21.34KB
  29. 4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4 12.23MB
  30. 4. Python Crash Course/7. Python Crash Course Exercises - Overview.srt 5.90KB
  31. 4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4 34.42MB
  32. 4. Python Crash Course/8. Python Crash Course Exercises - Solutions.srt 16.44KB
  33. 5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4 6.99MB
  34. 5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.srt 348B
  35. 5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4 4.72MB
  36. 5. Python for Data Analysis - NumPy/2. Introduction to Numpy.srt 3.28KB
  37. 5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4 38.13MB
  38. 5. Python for Data Analysis - NumPy/3. Numpy Arrays.srt 22.94KB
  39. 5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html 1.03KB
  40. 5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4 42.25MB
  41. 5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.srt 25.08KB
  42. 5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4 30.11MB
  43. 5. Python for Data Analysis - NumPy/6. Numpy Operations.srt 10.87KB
  44. 5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4 12.21MB
  45. 5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.srt 4.80KB
  46. 5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4 46.24MB
  47. 5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.srt 23.81KB
  48. 6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4 9.14MB
  49. 6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.srt 469B
  50. 6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4 3.54MB
  51. 6. Python for Data Analysis - Pandas/2. Introduction to Pandas.srt 2.59KB
  52. 6. Python for Data Analysis - Pandas/3. Series.mp4 22.70MB
  53. 6. Python for Data Analysis - Pandas/3. Series.srt 15.52KB
  54. 6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4 45.61MB
  55. 6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.srt 21.33KB
  56. 6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4 49.87MB
  57. 6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.srt 24.96KB
  58. 6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4 24.30MB
  59. 6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.srt 12.54KB
  60. 6. Python for Data Analysis - Pandas/7. Missing Data.mp4 13.68MB
  61. 6. Python for Data Analysis - Pandas/7. Missing Data.srt 8.67KB
  62. 6. Python for Data Analysis - Pandas/8. Groupby.mp4 16.69MB
  63. 6. Python for Data Analysis - Pandas/8. Groupby.srt 9.98KB
  64. 6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4 30.39MB
  65. 6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.srt 13.64KB
  66. 6. Python for Data Analysis - Pandas/10. Operations.mp4 27.35MB
  67. 6. Python for Data Analysis - Pandas/10. Operations.srt 17.76KB
  68. 6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4 44.49MB
  69. 6. Python for Data Analysis - Pandas/11. Data Input and Output.srt 21.00KB
  70. 7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html 559B
  71. 7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.mp4 8.30MB
  72. 7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.srt 3.36KB
  73. 7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4 51.79MB
  74. 7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.srt 20.72KB
  75. 7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4 8.79MB
  76. 7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.srt 3.82KB
  77. 7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4 52.02MB
  78. 7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.srt 21.34KB
  79. 8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4 14.24MB
  80. 8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.srt 748B
  81. 8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4 16.34MB
  82. 8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.srt 5.23KB
  83. 8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4 41.62MB
  84. 8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.srt 25.06KB
  85. 8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4 35.46MB
  86. 8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.srt 21.51KB
  87. 8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4 31.90MB
  88. 8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.srt 17.69KB
  89. 8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4 7.71MB
  90. 8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.srt 2.63KB
  91. 8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4 32.81MB
  92. 8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.srt 12.87KB
  93. 9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4 11.58MB
  94. 9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.srt 4.46KB
  95. 9. Python for Data Visualization - Seaborn/1.1 Link to Seaborn Documentation (updated).html 87B
  96. 9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 61.74MB
  97. 9. Python for Data Visualization - Seaborn/2. Distribution Plots.srt 28.46KB
  98. 9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4 44.38MB
  99. 9. Python for Data Visualization - Seaborn/3. Categorical Plots.srt 25.95KB
  100. 9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4 25.41MB
  101. 9. Python for Data Visualization - Seaborn/4. Matrix Plots.srt 14.54KB
  102. 9. Python for Data Visualization - Seaborn/5. Grids.mp4 23.95MB
  103. 9. Python for Data Visualization - Seaborn/5. Grids.srt 12.73KB
  104. 9. Python for Data Visualization - Seaborn/6. Regression Plots.mp4 18.03MB
  105. 9. Python for Data Visualization - Seaborn/6. Regression Plots.srt 10.26KB
  106. 9. Python for Data Visualization - Seaborn/7. Style and Color.mp4 22.69MB
  107. 9. Python for Data Visualization - Seaborn/7. Style and Color.srt 12.23KB
  108. 9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.mp4 8.25MB
  109. 9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.srt 2.91KB
  110. 9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4 24.24MB
  111. 9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.srt 10.17KB
  112. 10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4 36.87MB
  113. 10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.srt 20.81KB
  114. 10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4 6.55MB
  115. 10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.srt 2.27KB
  116. 10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4 35.91MB
  117. 10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.srt 13.30KB
  118. 11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4 15.63MB
  119. 11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.srt 5.47KB
  120. 11. Python for Data Visualization - Plotly and Cufflinks/2. READ ME FIRST BEFORE PLOTLY PLEASE!.html 1.50KB
  121. 11. Python for Data Visualization - Plotly and Cufflinks/3. Plotly and Cufflinks.mp4 62.61MB
  122. 11. Python for Data Visualization - Plotly and Cufflinks/3. Plotly and Cufflinks.srt 27.72KB
  123. 12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4 2.16MB
  124. 12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.srt 1.36KB
  125. 12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4 54.96MB
  126. 12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.srt 26.28KB
  127. 12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4 24.41MB
  128. 12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.srt 8.88KB
  129. 12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4 12.87MB
  130. 12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.srt 5.74KB
  131. 12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4 33.46MB
  132. 12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.srt 13.89KB
  133. 13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4 10.97MB
  134. 13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.srt 614B
  135. 13. Data Capstone Project/2. 911 Calls Project Overview.mp4 11.45MB
  136. 13. Data Capstone Project/2. 911 Calls Project Overview.srt 3.64KB
  137. 13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4 49.16MB
  138. 13. Data Capstone Project/3. 911 Calls Solutions - Part 1.srt 20.88KB
  139. 13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 58.83MB
  140. 13. Data Capstone Project/4. 911 Calls Solutions - Part 2.srt 26.49KB
  141. 13. Data Capstone Project/5. Bank Data.html 363B
  142. 13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html 117B
  143. 13. Data Capstone Project/6. Finance Data Project Overview.mp4 16.38MB
  144. 13. Data Capstone Project/6. Finance Data Project Overview.srt 5.41KB
  145. 13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 60.46MB
  146. 13. Data Capstone Project/7. Finance Project - Solutions Part 1.srt 24.32KB
  147. 13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4 55.85MB
  148. 13. Data Capstone Project/8. Finance Project - Solutions Part 2.srt 25.24KB
  149. 13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4 19.91MB
  150. 13. Data Capstone Project/9. Finance Project - Solutions Part 3.srt 8.88KB
  151. 14. Introduction to Machine Learning/1. Welcome to Machine Learning. Here are a few resources to get you started!.html 847B
  152. 14. Introduction to Machine Learning/1.1 Slides for this section to view (please do not request edit access).html 138B
  153. 14. Introduction to Machine Learning/1.2 ISLR 6th Edition PDF (Machine Learning Textbook).html 123B
  154. 14. Introduction to Machine Learning/1.3 Python DS Presentations.zip 2.80MB
  155. 14. Introduction to Machine Learning/2. Welcome to the Machine Learning Section!.mp4 19.50MB
  156. 14. Introduction to Machine Learning/2. Welcome to the Machine Learning Section!.srt 991B
  157. 14. Introduction to Machine Learning/3. Supervised Learning Overview.mp4 40.04MB
  158. 14. Introduction to Machine Learning/3. Supervised Learning Overview.srt 13.25KB
  159. 14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4 82.71MB
  160. 14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.srt 25.97KB
  161. 14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.mp4 23.69MB
  162. 14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.srt 9.07KB
  163. 14. Introduction to Machine Learning/6. Machine Learning with Python.mp4 18.78MB
  164. 14. Introduction to Machine Learning/6. Machine Learning with Python.srt 14.15KB
  165. 15. Linear Regression/1. Linear Regression Theory.mp4 9.89MB
  166. 15. Linear Regression/1. Linear Regression Theory.srt 6.65KB
  167. 15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html 845B
  168. 15. Linear Regression/3. Linear Regression with Python - Part 1.mp4 52.31MB
  169. 15. Linear Regression/3. Linear Regression with Python - Part 1.srt 26.06KB
  170. 15. Linear Regression/4. Linear Regression with Python - Part 2.mp4 19.28MB
  171. 15. Linear Regression/4. Linear Regression with Python - Part 2.srt 10.08KB
  172. 15. Linear Regression/5. Linear Regression Project Overview.mp4 14.20MB
  173. 15. Linear Regression/5. Linear Regression Project Overview.srt 3.97KB
  174. 15. Linear Regression/6. Linear Regression Project Solution.mp4 56.46MB
  175. 15. Linear Regression/6. Linear Regression Project Solution.srt 26.08KB
  176. 16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 12.93MB
  177. 16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.srt 9.71KB
  178. 17. Logistic Regression/1. Logistic Regression Theory.mp4 23.54MB
  179. 17. Logistic Regression/1. Logistic Regression Theory.srt 17.29KB
  180. 17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4 49.04MB
  181. 17. Logistic Regression/2. Logistic Regression with Python - Part 1.srt 26.22KB
  182. 17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4 38.83MB
  183. 17. Logistic Regression/3. Logistic Regression with Python - Part 2.srt 23.79KB
  184. 17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4 20.03MB
  185. 17. Logistic Regression/4. Logistic Regression with Python - Part 3.srt 11.75KB
  186. 17. Logistic Regression/5. Logistic Regression Project Overview.mp4 6.65MB
  187. 17. Logistic Regression/5. Logistic Regression Project Overview.srt 2.58KB
  188. 17. Logistic Regression/6. Logistic Regression Project Solutions.mp4 36.70MB
  189. 17. Logistic Regression/6. Logistic Regression Project Solutions.srt 14.72KB
  190. 18. K Nearest Neighbors/1. KNN Theory.mp4 11.17MB
  191. 18. K Nearest Neighbors/1. KNN Theory.srt 8.01KB
  192. 18. K Nearest Neighbors/2. KNN with Python.mp4 54.68MB
  193. 18. K Nearest Neighbors/2. KNN with Python.srt 26.68KB
  194. 18. K Nearest Neighbors/3. KNN Project Overview.mp4 7.10MB
  195. 18. K Nearest Neighbors/3. KNN Project Overview.srt 2.19KB
  196. 18. K Nearest Neighbors/4. KNN Project Solutions.mp4 70.85MB
  197. 18. K Nearest Neighbors/4. KNN Project Solutions.srt 19.22KB
  198. 19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 13.49MB
  199. 19. Decision Trees and Random Forests/1. Introduction to Tree Methods.srt 9.92KB
  200. 19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4 49.10MB
  201. 19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.srt 20.13KB
  202. 19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4 15.42MB
  203. 19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.srt 4.98KB
  204. 19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4 36.72MB
  205. 19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt 17.14KB
  206. 19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4 32.30MB
  207. 19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.srt 12.14KB
  208. 20. Support Vector Machines/1. SVM Theory.mp4 9.90MB
  209. 20. Support Vector Machines/1. SVM Theory.srt 6.55KB
  210. 20. Support Vector Machines/2. Support Vector Machines with Python.mp4 56.16MB
  211. 20. Support Vector Machines/2. Support Vector Machines with Python.srt 24.79KB
  212. 20. Support Vector Machines/3. SVM Project Overview.mp4 11.17MB
  213. 20. Support Vector Machines/3. SVM Project Overview.srt 3.77KB
  214. 20. Support Vector Machines/4. SVM Project Solutions.mp4 33.57MB
  215. 20. Support Vector Machines/4. SVM Project Solutions.srt 13.21KB
  216. 21. K Means Clustering/1. K Means Algorithm Theory.mp4 10.99MB
  217. 21. K Means Clustering/1. K Means Algorithm Theory.srt 7.55KB
  218. 21. K Means Clustering/2. K Means with Python.mp4 34.62MB
  219. 21. K Means Clustering/2. K Means with Python.srt 17.37KB
  220. 21. K Means Clustering/3. K Means Project Overview.mp4 11.56MB
  221. 21. K Means Clustering/3. K Means Project Overview.srt 4.79KB
  222. 21. K Means Clustering/4. K Means Project Solutions.mp4 56.73MB
  223. 21. K Means Clustering/4. K Means Project Solutions.srt 22.68KB
  224. 22. Principal Component Analysis/1. Principal Component Analysis.mp4 7.12MB
  225. 22. Principal Component Analysis/1. Principal Component Analysis.srt 4.88KB
  226. 22. Principal Component Analysis/2. PCA with Python.mp4 49.82MB
  227. 22. Principal Component Analysis/2. PCA with Python.srt 23.53KB
  228. 23. Recommender Systems/1. Recommender Systems.mp4 9.10MB
  229. 23. Recommender Systems/1. Recommender Systems.srt 6.73KB
  230. 23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4 43.40MB
  231. 23. Recommender Systems/2. Recommender Systems with Python - Part 1.srt 19.44KB
  232. 23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4 39.42MB
  233. 23. Recommender Systems/3. Recommender Systems with Python - Part 2.srt 17.06KB
  234. 24. Natural Language Processing/1. Natural Language Processing Theory.mp4 9.81MB
  235. 24. Natural Language Processing/1. Natural Language Processing Theory.srt 6.99KB
  236. 24. Natural Language Processing/2. NLP with Python - Part 1.mp4 47.41MB
  237. 24. Natural Language Processing/2. NLP with Python - Part 1.srt 22.05KB
  238. 24. Natural Language Processing/3. NLP with Python - Part 2.mp4 49.08MB
  239. 24. Natural Language Processing/3. NLP with Python - Part 2.srt 25.26KB
  240. 24. Natural Language Processing/4. NLP with Python - Part 3.mp4 43.48MB
  241. 24. Natural Language Processing/4. NLP with Python - Part 3.srt 23.92KB
  242. 24. Natural Language Processing/5. NLP Project Overview.mp4 8.45MB
  243. 24. Natural Language Processing/5. NLP Project Overview.srt 3.58KB
  244. 24. Natural Language Processing/6. NLP Project Solutions.mp4 57.69MB
  245. 24. Natural Language Processing/6. NLP Project Solutions.srt 26.98KB
  246. 25. Neural Nets and Deep Learning/1. Download TensorFlow Notebooks Here.html 315B
  247. 25. Neural Nets and Deep Learning/1.1 Slides for Deep Learning Section.html 138B
  248. 25. Neural Nets and Deep Learning/1.2 TensorFlow_FILES.zip 33.06MB
  249. 25. Neural Nets and Deep Learning/2. Quick Check for Notes.html 164B
  250. 25. Neural Nets and Deep Learning/3. Welcome to the Deep Learning Section!.mp4 13.35MB
  251. 25. Neural Nets and Deep Learning/3. Welcome to the Deep Learning Section!.srt 709B
  252. 25. Neural Nets and Deep Learning/4. Introduction to Artificial Neural Networks (ANN).mp4 9.67MB
  253. 25. Neural Nets and Deep Learning/4. Introduction to Artificial Neural Networks (ANN).srt 3.48KB
  254. 25. Neural Nets and Deep Learning/5. Installing Tensorflow.html 408B
  255. 25. Neural Nets and Deep Learning/6. Perceptron Model.mp4 48.00MB
  256. 25. Neural Nets and Deep Learning/6. Perceptron Model.srt 15.44KB
  257. 25. Neural Nets and Deep Learning/7. Neural Networks.mp4 35.92MB
  258. 25. Neural Nets and Deep Learning/7. Neural Networks.srt 11.40KB
  259. 25. Neural Nets and Deep Learning/8. Activation Functions.mp4 62.58MB
  260. 25. Neural Nets and Deep Learning/8. Activation Functions.srt 16.90KB
  261. 25. Neural Nets and Deep Learning/9. Multi-Class Classification Considerations.mp4 46.05MB
  262. 25. Neural Nets and Deep Learning/9. Multi-Class Classification Considerations.srt 16.98KB
  263. 25. Neural Nets and Deep Learning/10. Cost Functions and Gradient Descent.mp4 75.98MB
  264. 25. Neural Nets and Deep Learning/10. Cost Functions and Gradient Descent.srt 28.84KB
  265. 25. Neural Nets and Deep Learning/11. Backpropagation.mp4 57.96MB
  266. 25. Neural Nets and Deep Learning/11. Backpropagation.srt 21.08KB
  267. 25. Neural Nets and Deep Learning/12. TensorFlow vs Keras.mp4 10.45MB
  268. 25. Neural Nets and Deep Learning/12. TensorFlow vs Keras.srt 3.15KB
  269. 25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part One - Preparing the Data.mp4 50.34MB
  270. 25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part One - Preparing the Data.srt 15.84KB
  271. 25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Two - Creating and Training the Model.mp4 84.31MB
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  273. 25. Neural Nets and Deep Learning/15. TF Syntax Basics - Part Three - Model Evaluation.mp4 64.78MB
  274. 25. Neural Nets and Deep Learning/15. TF Syntax Basics - Part Three - Model Evaluation.srt 18.43KB
  275. 25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis.mp4 136.96MB
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  277. 25. Neural Nets and Deep Learning/17. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4 76.21MB
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  279. 25. Neural Nets and Deep Learning/18. TF Regression Code Along - Data Preprocessing and Creating a Model.mp4 46.99MB
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  281. 25. Neural Nets and Deep Learning/19. TF Regression Code Along - Model Evaluation and Predictions.mp4 68.93MB
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  283. 25. Neural Nets and Deep Learning/20. TF Classification Code Along - EDA and Preprocessing.mp4 56.21MB
  284. 25. Neural Nets and Deep Learning/20. TF Classification Code Along - EDA and Preprocessing.srt 12.09KB
  285. 25. Neural Nets and Deep Learning/21. TF Classification - Dealing with Overfitting and Evaluation.mp4 111.34MB
  286. 25. Neural Nets and Deep Learning/21. TF Classification - Dealing with Overfitting and Evaluation.srt 25.79KB
  287. 25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Options Overview.mp4 7.85MB
  288. 25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Options Overview.srt 2.72KB
  289. 25. Neural Nets and Deep Learning/23. TensorFlow 2.0 Project Notebook Overview.mp4 80.53MB
  290. 25. Neural Nets and Deep Learning/23. TensorFlow 2.0 Project Notebook Overview.srt 12.96KB
  291. 25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.mp4 143.62MB
  292. 25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.srt 30.44KB
  293. 25. Neural Nets and Deep Learning/25. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 96.81MB
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  295. 25. Neural Nets and Deep Learning/26. Keras Project Solutions - Categorical Data.mp4 85.38MB
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  304. 25. Neural Nets and Deep Learning/30. Keras Project Solutions - Model Evaluation.srt 14.53KB
  305. 1. Course Introduction/1. Introduction to the Course.mp4 43.01MB
  306. 25. Neural Nets and Deep Learning/31. Tensorboard.srt 30.75KB
  307. 26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4 14.23MB
  308. 26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.srt 740B
  309. 26. Big Data and Spark with Python/2. Big Data Overview.mp4 11.30MB
  310. 26. Big Data and Spark with Python/2. Big Data Overview.srt 7.77KB
  311. 26. Big Data and Spark with Python/3. Spark Overview.mp4 17.49MB
  312. 26. Big Data and Spark with Python/3. Spark Overview.srt 13.59KB
  313. 26. Big Data and Spark with Python/4. Local Spark Set-Up.html 1.62KB
  314. 26. Big Data and Spark with Python/5. AWS Account Set-Up.mp4 13.10MB
  315. 26. Big Data and Spark with Python/5. AWS Account Set-Up.srt 6.79KB
  316. 26. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html 146B
  317. 26. Big Data and Spark with Python/6. Quick Note on AWS Security.html 392B
  318. 26. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 86.54MB
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  320. 26. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html 122B
  321. 26. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4 10.89MB
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  323. 26. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html 140B
  324. 26. Big Data and Spark with Python/9. PySpark Setup.mp4 70.63MB
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  326. 26. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html 158B
  327. 26. Big Data and Spark with Python/10. Lambda Expressions Review.mp4 10.31MB
  328. 26. Big Data and Spark with Python/10. Lambda Expressions Review.srt 7.88KB
  329. 26. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4 18.08MB
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  331. 26. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 70.80MB
  332. 26. Big Data and Spark with Python/12. RDD Transformations and Actions.srt 32.35KB
  333. 27. BONUS SECTION THANK YOU!/1. Bonus Lecture.html 532B