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  1. [TutsNode.com] - Data Science Bookcamp, video edition/113 - Chapter 21. Measuring feature importance with coefficients.mp4 93.1 MB
  2. TutsNode.com.txt 63 bytes
  3. [TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
  4. .pad/0 890.8 KB
  5. [TutsNode.com] - Data Science Bookcamp, video edition/71 - Chapter 15. Clustering texts by topic, Part 2.mp4 87.1 MB
  6. .pad/1 939.6 KB
  7. [TutsNode.com] - Data Science Bookcamp, video edition/66 - Chapter 15. Vectorizing documents using scikit-learn.mp4 87.1 MB
  8. .pad/2 965.6 KB
  9. [TutsNode.com] - Data Science Bookcamp, video edition/86 - Case study 5 - Predicting future friendships from social network data.mp4 80.4 MB
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  11. [TutsNode.com] - Data Science Bookcamp, video edition/23 - Chapter 7. Data dredging - Coming to false conclusions through oversampling.mp4 79.9 MB
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  13. [TutsNode.com] - Data Science Bookcamp, video edition/14 - Chapter 5. Basic probability and statistical analysis using SciPy.mp4 76.2 MB
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  15. [TutsNode.com] - Data Science Bookcamp, video edition/98 - Chapter 19. Community detection using Markov clustering, Part 2.mp4 75.2 MB
  16. .pad/6 812.1 KB
  17. [TutsNode.com] - Data Science Bookcamp, video edition/93 - Chapter 19. Dynamic graph theory techniques for node ranking and social network analysis.mp4 75.1 MB
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  19. [TutsNode.com] - Data Science Bookcamp, video edition/87 - Chapter 18. An introduction to graph theory and network analysis.mp4 74.9 MB
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  21. [TutsNode.com] - Data Science Bookcamp, video edition/16 - Chapter 5. Variance as a measure of dispersion.mp4 73.9 MB
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  23. [TutsNode.com] - Data Science Bookcamp, video edition/70 - Chapter 15. Clustering texts by topic, Part 1.mp4 73.3 MB
  24. .pad/10 718.2 KB
  25. [TutsNode.com] - Data Science Bookcamp, video edition/109 - Chapter 21. Training a linear classifier, Part 2.mp4 73.3 MB
  26. .pad/11 755.9 KB
  27. [TutsNode.com] - Data Science Bookcamp, video edition/81 - Chapter 17. Filtering jobs by relevance.mp4 73.2 MB
  28. .pad/12 840.0 KB
  29. [TutsNode.com] - Data Science Bookcamp, video edition/44 - Chapter 12. Visualizing and clustering the extracted location data.mp4 70.7 MB
  30. .pad/13 284.3 KB
  31. [TutsNode.com] - Data Science Bookcamp, video edition/84 - Chapter 17. Exploring clusters at alternative values of K.mp4 69.4 MB
  32. .pad/14 642.3 KB
  33. [TutsNode.com] - Data Science Bookcamp, video edition/42 - Chapter 11. Limitations of the GeoNamesCache library.mp4 69.2 MB
  34. .pad/15 833.6 KB
  35. [TutsNode.com] - Data Science Bookcamp, video edition/36 - Chapter 10. Clustering based on non-Euclidean distance.mp4 68.8 MB
  36. .pad/16 218.3 KB
  37. [TutsNode.com] - Data Science Bookcamp, video edition/64 - Chapter 14. Efficient dimension reduction using SVD and scikit-learn.mp4 68.6 MB
  38. .pad/17 406.4 KB
  39. [TutsNode.com] - Data Science Bookcamp, video edition/22 - Chapter 7. Assessing the divergence between sample mean and population mean.mp4 68.3 MB
  40. .pad/18 714.5 KB
  41. [TutsNode.com] - Data Science Bookcamp, video edition/82 - Chapter 17. Clustering skills in relevant job postings.mp4 66.5 MB
  42. .pad/19 466.9 KB
  43. [TutsNode.com] - Data Science Bookcamp, video edition/5 - Chapter 2. Comparing multiple coin-flip probability distributions.mp4 65.6 MB
  44. .pad/20 436.4 KB
  45. [TutsNode.com] - Data Science Bookcamp, video edition/114 - Chapter 22. Training nonlinear classifiers with decision tree techniques.mp4 65.2 MB
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  47. [TutsNode.com] - Data Science Bookcamp, video edition/58 - Chapter 14. Dimension reduction using PCA and scikit-learn.mp4 64.7 MB
  48. .pad/22 291.6 KB
  49. [TutsNode.com] - Data Science Bookcamp, video edition/20 - Chapter 6. Computing the area beneath a normal curve.mp4 64.6 MB
  50. .pad/23 440.0 KB
  51. [TutsNode.com] - Data Science Bookcamp, video edition/128 - Chapter 23. Interpreting the trained model.mp4 64.2 MB
  52. .pad/24 850.3 KB
  53. [TutsNode.com] - Data Science Bookcamp, video edition/106 - Chapter 20. Limitations of the KNN algorithm.mp4 63.2 MB
  54. .pad/25 859.4 KB
  55. [TutsNode.com] - Data Science Bookcamp, video edition/76 - Chapter 16. The structure of HTML documents.mp4 62.9 MB
  56. .pad/26 56.0 KB
  57. [TutsNode.com] - Data Science Bookcamp, video edition/41 - Chapter 11. Location tracking using GeoNamesCache.mp4 62.3 MB
  58. .pad/27 670.0 KB
  59. [TutsNode.com] - Data Science Bookcamp, video edition/126 - Chapter 23. Adding profile features to the model.mp4 62.0 MB
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  61. [TutsNode.com] - Data Science Bookcamp, video edition/55 - Chapter 14. Dimension reduction of matrix data.mp4 61.7 MB
  62. .pad/29 268.6 KB
  63. [TutsNode.com] - Data Science Bookcamp, video edition/33 - Chapter 10. Clustering data into groups.mp4 61.4 MB
  64. .pad/30 619.1 KB
  65. [TutsNode.com] - Data Science Bookcamp, video edition/34 - Chapter 10. K-means - A clustering algorithm for grouping data into K central groups.mp4 61.2 MB
  66. .pad/31 822.1 KB
  67. [TutsNode.com] - Data Science Bookcamp, video edition/3 - Chapter 1. Problem 2 - Analyzing multiple die rolls.mp4 60.9 MB
  68. .pad/32 115.2 KB
  69. [TutsNode.com] - Data Science Bookcamp, video edition/69 - Chapter 15. Computing similarities across large document datasets.mp4 60.2 MB
  70. .pad/33 779.8 KB
  71. [TutsNode.com] - Data Science Bookcamp, video edition/97 - Chapter 19. Community detection using Markov clustering, Part 1.mp4 60.1 MB
  72. .pad/34 968.0 KB
  73. [TutsNode.com] - Data Science Bookcamp, video edition/80 - Chapter 17. Exploring the HTML for skill descriptions.mp4 59.7 MB
  74. .pad/35 357.4 KB
  75. [TutsNode.com] - Data Science Bookcamp, video edition/119 - Chapter 22. Studying cancerous cells using feature importance.mp4 59.3 MB
  76. .pad/36 724.7 KB
  77. [TutsNode.com] - Data Science Bookcamp, video edition/72 - Chapter 15. Visualizing text clusters.mp4 58.9 MB
  78. .pad/37 101.6 KB
  79. [TutsNode.com] - Data Science Bookcamp, video edition/74 - Chapter 15. Using subplots to display multiple word clouds, Part 2.mp4 58.8 MB
  80. .pad/38 173.2 KB
  81. [TutsNode.com] - Data Science Bookcamp, video edition/17 - Chapter 6. Making predictions using the central limit theorem and SciPy.mp4 58.6 MB
  82. .pad/39 403.2 KB
  83. [TutsNode.com] - Data Science Bookcamp, video edition/40 - Chapter 11. Visualizing maps.mp4 58.3 MB
  84. .pad/40 743.6 KB
  85. [TutsNode.com] - Data Science Bookcamp, video edition/107 - Chapter 21. Training linear classifiers with logistic regression.mp4 58.3 MB
  86. .pad/41 753.4 KB
  87. [TutsNode.com] - Data Science Bookcamp, video edition/99 - Chapter 19. Uncovering friend groups in social networks.mp4 58.0 MB
  88. .pad/42 15.0 KB
  89. [TutsNode.com] - Data Science Bookcamp, video edition/117 - Chapter 22. Training if_else models with more than two features.mp4 57.8 MB
  90. .pad/43 213.1 KB
  91. [TutsNode.com] - Data Science Bookcamp, video edition/8 - Chapter 3. Deriving probabilities from histograms.mp4 57.6 MB
  92. .pad/44 379.7 KB
  93. [TutsNode.com] - Data Science Bookcamp, video edition/90 - Chapter 18. Utilizing undirected graphs to optimize the travel time between towns.mp4 57.4 MB
  94. .pad/45 628.0 KB
  95. [TutsNode.com] - Data Science Bookcamp, video edition/120 - Chapter 22. Improving performance using random forest classification.mp4 57.4 MB
  96. .pad/46 637.2 KB
  97. [TutsNode.com] - Data Science Bookcamp, video edition/116 - Chapter 22. Deciding which feature to split on.mp4 57.2 MB
  98. .pad/47 783.4 KB
  99. [TutsNode.com] - Data Science Bookcamp, video edition/2 - Chapter 1. Computing probabilities using Python This section covers.mp4 56.8 MB
  100. .pad/48 252.0 KB
  101. [TutsNode.com] - Data Science Bookcamp, video edition/67 - Chapter 15. Ranking words by both post frequency and count, Part 1.mp4 56.6 MB
  102. .pad/49 414.8 KB
  103. [TutsNode.com] - Data Science Bookcamp, video edition/103 - Chapter 20. Measuring predicted label accuracy, Part 2.mp4 55.2 MB
  104. .pad/50 775.8 KB
  105. [TutsNode.com] - Data Science Bookcamp, video edition/19 - Chapter 6. Determining the mean and variance of a population through random sampling.mp4 55.2 MB
  106. .pad/51 824.7 KB
  107. [TutsNode.com] - Data Science Bookcamp, video edition/59 - Chapter 14. Clustering 4D data in two dimensions.mp4 54.4 MB
  108. .pad/52 572.0 KB
  109. [TutsNode.com] - Data Science Bookcamp, video edition/125 - Chapter 23. Training a predictive model using network features, Part 2.mp4 53.9 MB
  110. .pad/53 138.0 KB
  111. [TutsNode.com] - Data Science Bookcamp, video edition/4 - Chapter 2. Plotting probabilities using Matplotlib.mp4 53.7 MB
  112. .pad/54 264.5 KB
  113. [TutsNode.com] - Data Science Bookcamp, video edition/24 - Chapter 7. Bootstrapping with replacement - Testing a hypothesis when the population variance is unknown 1.mp4 53.3 MB
  114. .pad/55 738.0 KB
  115. [TutsNode.com] - Data Science Bookcamp, video edition/115 - Chapter 22. Training a nested if_else model using two features.mp4 53.3 MB
  116. .pad/56 763.3 KB
  117. [TutsNode.com] - Data Science Bookcamp, video edition/89 - Chapter 18. Analyzing web networks using NetworkX, Part 2.mp4 53.1 MB
  118. .pad/57 958.0 KB
  119. [TutsNode.com] - Data Science Bookcamp, video edition/9 - Chapter 3. Computing histograms in NumPy.mp4 53.0 MB
  120. .pad/58 14.0 KB
  121. [TutsNode.com] - Data Science Bookcamp, video edition/121 - Chapter 22. Training random forest classifiers using scikit-learn.mp4 53.0 MB
  122. .pad/59 39.9 KB
  123. [TutsNode.com] - Data Science Bookcamp, video edition/25 - Chapter 7. Bootstrapping with replacement - Testing a hypothesis when the population variance is unknown 2.mp4 52.8 MB
  124. .pad/60 228.0 KB
  125. [TutsNode.com] - Data Science Bookcamp, video edition/124 - Chapter 23. Training a predictive model using network features, Part 1.mp4 52.6 MB
  126. .pad/61 415.6 KB
  127. [TutsNode.com] - Data Science Bookcamp, video edition/35 - Chapter 10. Using density to discover clusters.mp4 52.2 MB
  128. .pad/62 786.5 KB
  129. [TutsNode.com] - Data Science Bookcamp, video edition/118 - Chapter 22. Training decision tree classifiers using scikit-learn.mp4 51.9 MB
  130. .pad/63 145.0 KB
  131. [TutsNode.com] - Data Science Bookcamp, video edition/73 - Chapter 15. Using subplots to display multiple word clouds, Part 1.mp4 50.6 MB
  132. .pad/64 444.6 KB
  133. [TutsNode.com] - Data Science Bookcamp, video edition/112 - Chapter 21. Training linear classifiers using scikit-learn.mp4 49.6 MB
  134. .pad/65 369.0 KB
  135. [TutsNode.com] - Data Science Bookcamp, video edition/101 - Chapter 20. The basics of supervised machine learning.mp4 49.2 MB
  136. .pad/66 817.6 KB
  137. [TutsNode.com] - Data Science Bookcamp, video edition/92 - Chapter 18. Computing the fastest travel time between nodes, Part 2.mp4 49.0 MB
  138. .pad/67 982.7 KB
  139. [TutsNode.com] - Data Science Bookcamp, video edition/100 - Chapter 20. Network-driven supervised machine learning.mp4 49.0 MB
  140. .pad/68 46.6 KB
  141. [TutsNode.com] - Data Science Bookcamp, video edition/52 - Chapter 13. Basic matrix operations, Part 1.mp4 48.8 MB
  142. .pad/69 230.1 KB
  143. [TutsNode.com] - Data Science Bookcamp, video edition/50 - Chapter 13. Using normalization to improve TF vector similarity.mp4 48.6 MB
  144. .pad/70 451.7 KB
  145. [TutsNode.com] - Data Science Bookcamp, video edition/95 - Chapter 19. Deriving PageRank centrality from probability theory.mp4 48.4 MB
  146. .pad/71 653.8 KB
  147. [TutsNode.com] - Data Science Bookcamp, video edition/68 - Chapter 15. Ranking words by both post frequency and count, Part 2.mp4 48.1 MB
  148. .pad/72 890.4 KB
  149. [TutsNode.com] - Data Science Bookcamp, video edition/54 - Chapter 13. Computational limits of matrix multiplication.mp4 47.8 MB
  150. .pad/73 199.5 KB
  151. [TutsNode.com] - Data Science Bookcamp, video edition/61 - Chapter 14. Computing principal components without rotation.mp4 47.8 MB
  152. .pad/74 207.1 KB
  153. [TutsNode.com] - Data Science Bookcamp, video edition/7 - Chapter 3. Computing confidence intervals using histograms and NumPy arrays.mp4 47.6 MB
  154. .pad/75 415.6 KB
  155. [TutsNode.com] - Data Science Bookcamp, video edition/65 - Chapter 15. NLP analysis of large text datasets.mp4 47.2 MB
  156. .pad/76 857.0 KB
  157. [TutsNode.com] - Data Science Bookcamp, video edition/12 - Chapter 4. Optimizing strategies using the sample space for a 10-card deck.mp4 47.1 MB
  158. .pad/77 923.4 KB
  159. [TutsNode.com] - Data Science Bookcamp, video edition/78 - Chapter 16. Parsing HTML using Beautiful Soup, Part 2.mp4 46.8 MB
  160. .pad/78 230.1 KB
  161. [TutsNode.com] - Data Science Bookcamp, video edition/38 - Chapter 11. Geographic location visualization and analysis.mp4 46.6 MB
  162. .pad/79 428.9 KB
  163. [TutsNode.com] - Data Science Bookcamp, video edition/62 - Chapter 14. Extracting eigenvectors using power iteration, Part 1.mp4 44.7 MB
  164. .pad/80 336.4 KB
  165. [TutsNode.com] - Data Science Bookcamp, video edition/96 - Chapter 19. Computing PageRank centrality using NetworkX.mp4 44.7 MB
  166. .pad/81 347.8 KB
  167. [TutsNode.com] - Data Science Bookcamp, video edition/49 - Chapter 13. Vectorizing texts using word counts.mp4 44.5 MB
  168. .pad/82 513.0 KB
  169. [TutsNode.com] - Data Science Bookcamp, video edition/47 - Chapter 13. Simple text comparison.mp4 44.0 MB
  170. .pad/83 804 bytes
  171. [TutsNode.com] - Data Science Bookcamp, video edition/26 - Chapter 7. Permutation testing - Comparing means of samples when the population parameters are unknown.mp4 43.7 MB
  172. .pad/84 312.7 KB
  173. [TutsNode.com] - Data Science Bookcamp, video edition/31 - Chapter 9. Determining statistical significance.mp4 43.6 MB
  174. .pad/85 432.1 KB
  175. [TutsNode.com] - Data Science Bookcamp, video edition/108 - Chapter 21. Training a linear classifier, Part 1.mp4 43.5 MB
  176. .pad/86 489.7 KB
  177. [TutsNode.com] - Data Science Bookcamp, video edition/110 - Chapter 21. Improving linear classification with logistic regression, Part 1.mp4 43.4 MB
  178. .pad/87 595.4 KB
  179. [TutsNode.com] - Data Science Bookcamp, video edition/111 - Chapter 21. Improving linear classification with logistic regression, Part 2.mp4 43.1 MB
  180. .pad/88 900.7 KB
  181. [TutsNode.com] - Data Science Bookcamp, video edition/127 - Chapter 23. Optimizing performance across a steady set of features.mp4 42.6 MB
  182. .pad/89 457.2 KB
  183. [TutsNode.com] - Data Science Bookcamp, video edition/48 - Chapter 13. Replacing words with numeric values.mp4 42.1 MB
  184. .pad/90 949.7 KB
  185. [TutsNode.com] - Data Science Bookcamp, video edition/51 - Chapter 13. Using unit vector dot products to convert between relevance metrics.mp4 41.6 MB
  186. .pad/91 366.5 KB
  187. [TutsNode.com] - Data Science Bookcamp, video edition/83 - Chapter 17. Investigating the technical skill clusters.mp4 41.5 MB
  188. .pad/92 552.7 KB
  189. [TutsNode.com] - Data Science Bookcamp, video edition/85 - Chapter 17. Analyzing the 700 most relevant postings.mp4 40.9 MB
  190. .pad/93 53.4 KB
  191. [TutsNode.com] - Data Science Bookcamp, video edition/27 - Chapter 8. Analyzing tables using Pandas.mp4 40.9 MB
  192. .pad/94 133.1 KB
  193. [TutsNode.com] - Data Science Bookcamp, video edition/37 - Chapter 10. Analyzing clusters using Pandas.mp4 40.5 MB
  194. .pad/95 527.6 KB
  195. [TutsNode.com] - Data Science Bookcamp, video edition/77 - Chapter 16. Parsing HTML using Beautiful Soup, Part 1.mp4 40.4 MB
  196. .pad/96 592.4 KB
  197. [TutsNode.com] - Data Science Bookcamp, video edition/29 - Chapter 8. Saving and loading table data.mp4 40.3 MB
  198. .pad/97 733.3 KB
  199. [TutsNode.com] - Data Science Bookcamp, video edition/94 - Chapter 19. Computing travel probabilities using matrix multiplication.mp4 40.2 MB
  200. .pad/98 811.6 KB
  201. [TutsNode.com] - Data Science Bookcamp, video edition/75 - Chapter 16. Extracting text from web pages.mp4 39.6 MB
  202. .pad/99 457.4 KB
  203. [TutsNode.com] - Data Science Bookcamp, video edition/105 - Chapter 20. Running a grid search using scikit-learn.mp4 39.3 MB
  204. .pad/100 687.5 KB
  205. [TutsNode.com] - Data Science Bookcamp, video edition/21 - Chapter 7. Statistical hypothesis testing.mp4 39.2 MB
  206. .pad/101 827.5 KB
  207. [TutsNode.com] - Data Science Bookcamp, video edition/123 - Chapter 23. Exploring the experimental observations.mp4 39.0 MB
  208. .pad/102 7.5 KB
  209. [TutsNode.com] - Data Science Bookcamp, video edition/56 - Chapter 14. Reducing dimensions using rotation, Part 1.mp4 39.0 MB
  210. .pad/103 10.8 KB
  211. [TutsNode.com] - Data Science Bookcamp, video edition/28 - Chapter 8. Retrieving table rows.mp4 38.2 MB
  212. .pad/104 774.9 KB
  213. [TutsNode.com] - Data Science Bookcamp, video edition/57 - Chapter 14. Reducing dimensions using rotation, Part 2.mp4 37.6 MB
  214. .pad/105 454.4 KB
  215. [TutsNode.com] - Data Science Bookcamp, video edition/79 - Chapter 17. Case study 4 solution.mp4 37.4 MB
  216. .pad/106 589.8 KB
  217. [TutsNode.com] - Data Science Bookcamp, video edition/102 - Chapter 20. Measuring predicted label accuracy, Part 1.mp4 37.3 MB
  218. .pad/107 740.8 KB
  219. [TutsNode.com] - Data Science Bookcamp, video edition/15 - Chapter 5. Mean as a measure of centrality.mp4 36.6 MB
  220. .pad/108 427.5 KB
  221. [TutsNode.com] - Data Science Bookcamp, video edition/6 - Chapter 3. Running random simulations in NumPy.mp4 36.4 MB
  222. .pad/109 663.2 KB
  223. [TutsNode.com] - Data Science Bookcamp, video edition/46 - Chapter 13. Measuring text similarities.mp4 36.3 MB
  224. .pad/110 735.3 KB
  225. [TutsNode.com] - Data Science Bookcamp, video edition/104 - Chapter 20. Optimizing KNN performance.mp4 35.7 MB
  226. .pad/111 328.4 KB
  227. [TutsNode.com] - Data Science Bookcamp, video edition/10 - Chapter 3. Using permutations to shuffle cards.mp4 35.4 MB
  228. .pad/112 617.4 KB
  229. [TutsNode.com] - Data Science Bookcamp, video edition/43 - Chapter 12. Case study 3 solution.mp4 34.6 MB
  230. .pad/113 376.2 KB
  231. [TutsNode.com] - Data Science Bookcamp, video edition/63 - Chapter 14. Extracting eigenvectors using power iteration, Part 2.mp4 34.4 MB
  232. .pad/114 632.6 KB
  233. [TutsNode.com] - Data Science Bookcamp, video edition/11 - Chapter 4. Case study 1 solution.mp4 34.3 MB
  234. .pad/115 744.6 KB
  235. [TutsNode.com] - Data Science Bookcamp, video edition/30 - Chapter 9. Case study 2 solution.mp4 33.6 MB
  236. .pad/116 413.0 KB
  237. [TutsNode.com] - Data Science Bookcamp, video edition/39 - Chapter 11. Plotting maps using Cartopy.mp4 33.2 MB
  238. .pad/117 784.2 KB
  239. [TutsNode.com] - Data Science Bookcamp, video edition/122 - Chapter 23. Case study 5 solution.mp4 32.9 MB
  240. .pad/118 57.1 KB
  241. [TutsNode.com] - Data Science Bookcamp, video edition/91 - Chapter 18. Computing the fastest travel time between nodes, Part 1.mp4 32.1 MB
  242. .pad/119 905.5 KB
  243. [TutsNode.com] - Data Science Bookcamp, video edition/18 - Chapter 6. Comparing two sampled normal curves.mp4 31.5 MB
  244. .pad/120 554.3 KB
  245. [TutsNode.com] - Data Science Bookcamp, video edition/13 - Case study 2 - Assessing online ad clicks for significance.mp4 31.4 MB
  246. .pad/121 619.1 KB
  247. [TutsNode.com] - Data Science Bookcamp, video edition/88 - Chapter 18. Analyzing web networks using NetworkX, Part 1.mp4 30.9 MB
  248. .pad/122 78.3 KB
  249. [TutsNode.com] - Data Science Bookcamp, video edition/60 - Chapter 14. Limitations of PCA.mp4 30.8 MB
  250. .pad/123 235.6 KB
  251. [TutsNode.com] - Data Science Bookcamp, video edition/53 - Chapter 13. Basic matrix operations, Part 2.mp4 27.1 MB
  252. .pad/124 874.0 KB
  253. [TutsNode.com] - Data Science Bookcamp, video edition/45 - Case study 4 - Using online job postings to improve your data science resume.mp4 23.9 MB
  254. .pad/125 53.1 KB
  255. [TutsNode.com] - Data Science Bookcamp, video edition/1 - Case study 1 - Finding the winning strategy in a card game.mp4 6.9 MB
  256. .pad/126 110.2 KB
  257. [TutsNode.com] - Data Science Bookcamp, video edition/32 - Case study 3 - Tracking disease outbreaks using news headlines.mp4 6.6 MB

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