[FreeCourseSite.com] Udemy - Business Data Analytics & Intelligence with Python 2023

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Files
  1. 0. Websites you may like/[CourseClub.Me].url 122B
  2. 0. Websites you may like/[FreeCourseSite.com].url 127B
  3. 0. Websites you may like/[GigaCourse.Com].url 49B
  4. 1. Introduction/1. Python for Business Analytics & Intelligence.mp4 53.62MB
  5. 1. Introduction/1. Python for Business Analytics & Intelligence.srt 3.46KB
  6. 1. Introduction/2. Introduction.mp4 7.27MB
  7. 1. Introduction/2. Introduction.srt 2.39KB
  8. 1. Introduction/3. Join Our Online Classroom!.mp4 75.32MB
  9. 1. Introduction/3. Join Our Online Classroom!.srt 5.95KB
  10. 1. Introduction/4. Exercise Meet Your Classmates + Instructor.html 3.75KB
  11. 1. Introduction/5. Setting up the Course Material.mp4 57.96MB
  12. 1. Introduction/5. Setting up the Course Material.srt 9.73KB
  13. 1. Introduction/5.1 Course Materials.html 99B
  14. 1. Introduction/5.2 Sign up for your free Google Drive account here..html 85B
  15. 1. Introduction/6. The Modern Day Business Analyst.mp4 19.53MB
  16. 1. Introduction/6. The Modern Day Business Analyst.srt 5.51KB
  17. 1. Introduction/7. ZTM Resources.mp4 44.58MB
  18. 1. Introduction/7. ZTM Resources.srt 6.31KB
  19. 1. Introduction/7.1 LinkedIn Group.html 102B
  20. 1. Introduction/7.2 zerotomastery.io.html 86B
  21. 1. Introduction/7.3 ZTM Youtube.html 99B
  22. 1. Introduction/8. Monthly Coding Challenges, Free Resources and Guides.html 1.60KB
  23. 10. Matching/1. Matching - Game Plan.mp4 8.85MB
  24. 10. Matching/1. Matching - Game Plan.srt 3.02KB
  25. 10. Matching/10. Python - Chi-square Test.mp4 23.16MB
  26. 10. Matching/10. Python - Chi-square Test.srt 3.76KB
  27. 10. Matching/11. Python - Chi-square Loop.mp4 29.00MB
  28. 10. Matching/11. Python - Chi-square Loop.srt 3.98KB
  29. 10. Matching/12. The Curse of Dimensionality.mp4 9.30MB
  30. 10. Matching/12. The Curse of Dimensionality.srt 2.08KB
  31. 10. Matching/13. Python - Transforming Race Variable.mp4 66.21MB
  32. 10. Matching/13. Python - Transforming Race Variable.srt 9.56KB
  33. 10. Matching/14. Python - Transforming Education Variable.mp4 38.10MB
  34. 10. Matching/14. Python - Transforming Education Variable.srt 5.42KB
  35. 10. Matching/15. Python - Cleaning and Preparing Dataframe.mp4 17.17MB
  36. 10. Matching/15. Python - Cleaning and Preparing Dataframe.srt 3.35KB
  37. 10. Matching/16. Common Support Region.mp4 29.48MB
  38. 10. Matching/16. Common Support Region.srt 4.77KB
  39. 10. Matching/17. Python - Logistic Regression for Common Support Region.mp4 26.30MB
  40. 10. Matching/17. Python - Logistic Regression for Common Support Region.srt 4.96KB
  41. 10. Matching/18. Python - Plotting Common Support Region.mp4 33.05MB
  42. 10. Matching/18. Python - Plotting Common Support Region.srt 5.49KB
  43. 10. Matching/19. Python - Matching Model.mp4 50.25MB
  44. 10. Matching/19. Python - Matching Model.srt 7.73KB
  45. 10. Matching/2. Matching.mp4 18.56MB
  46. 10. Matching/2. Matching.srt 3.87KB
  47. 10. Matching/20. Matching Robustness Check.mp4 6.63MB
  48. 10. Matching/20. Matching Robustness Check.srt 2.27KB
  49. 10. Matching/21. Python - Matching Robustness Repeated Samples.mp4 56.17MB
  50. 10. Matching/21. Python - Matching Robustness Repeated Samples.srt 9.13KB
  51. 10. Matching/22. Python - Removing 1 Confounder.mp4 19.62MB
  52. 10. Matching/22. Python - Removing 1 Confounder.srt 3.00KB
  53. 10. Matching/23. CHALLENGE Introduction.mp4 34.33MB
  54. 10. Matching/23. CHALLENGE Introduction.srt 6.30KB
  55. 10. Matching/24. CHALLENGE Solutions.mp4 107.51MB
  56. 10. Matching/24. CHALLENGE Solutions.srt 15.99KB
  57. 10. Matching/25. My Experience with Matching.mp4 7.75MB
  58. 10. Matching/25. My Experience with Matching.srt 3.11KB
  59. 10. Matching/3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).mp4 8.44MB
  60. 10. Matching/3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).srt 1.82KB
  61. 10. Matching/4. Python - Libraries and Directory.mp4 22.79MB
  62. 10. Matching/4. Python - Libraries and Directory.srt 3.30KB
  63. 10. Matching/5. Python - Loading Data.mp4 27.24MB
  64. 10. Matching/5. Python - Loading Data.srt 2.70KB
  65. 10. Matching/6. Unconfoundedness.mp4 12.18MB
  66. 10. Matching/6. Unconfoundedness.srt 2.83KB
  67. 10. Matching/7. Python - Comparing Means per Group.mp4 16.67MB
  68. 10. Matching/7. Python - Comparing Means per Group.srt 2.91KB
  69. 10. Matching/8. Python - T-Test.mp4 35.38MB
  70. 10. Matching/8. Python - T-Test.srt 4.84KB
  71. 10. Matching/9. Python - T-Test Loop.mp4 47.32MB
  72. 10. Matching/9. Python - T-Test Loop.srt 5.91KB
  73. 11. PART C SEGMENTATION/1. What is Segmentation and why is it important.html 2.03KB
  74. 12. RFM (Recency, Frequency, Monetary) Analysis/1. RFM - Game Plan.mp4 2.28MB
  75. 12. RFM (Recency, Frequency, Monetary) Analysis/1. RFM - Game Plan.srt 849B
  76. 12. RFM (Recency, Frequency, Monetary) Analysis/10. Python - Monetary Variable.mp4 8.34MB
  77. 12. RFM (Recency, Frequency, Monetary) Analysis/10. Python - Monetary Variable.srt 1.36KB
  78. 12. RFM (Recency, Frequency, Monetary) Analysis/11. Python - Tidying up Dataframe.mp4 18.67MB
  79. 12. RFM (Recency, Frequency, Monetary) Analysis/11. Python - Tidying up Dataframe.srt 2.94KB
  80. 12. RFM (Recency, Frequency, Monetary) Analysis/12. Python - Quartiles.mp4 41.83MB
  81. 12. RFM (Recency, Frequency, Monetary) Analysis/12. Python - Quartiles.srt 7.11KB
  82. 12. RFM (Recency, Frequency, Monetary) Analysis/13. Python - RFM Score.mp4 12.05MB
  83. 12. RFM (Recency, Frequency, Monetary) Analysis/13. Python - RFM Score.srt 1.98KB
  84. 12. RFM (Recency, Frequency, Monetary) Analysis/14. Python - RFM Function.mp4 22.43MB
  85. 12. RFM (Recency, Frequency, Monetary) Analysis/14. Python - RFM Function.srt 4.67KB
  86. 12. RFM (Recency, Frequency, Monetary) Analysis/15. Python - Applying RFM Function.mp4 15.71MB
  87. 12. RFM (Recency, Frequency, Monetary) Analysis/15. Python - Applying RFM Function.srt 2.64KB
  88. 12. RFM (Recency, Frequency, Monetary) Analysis/16. Python - Results Summary.mp4 27.32MB
  89. 12. RFM (Recency, Frequency, Monetary) Analysis/16. Python - Results Summary.srt 5.01KB
  90. 12. RFM (Recency, Frequency, Monetary) Analysis/17. CHALLENGE Introduction.mp4 17.89MB
  91. 12. RFM (Recency, Frequency, Monetary) Analysis/17. CHALLENGE Introduction.srt 3.90KB
  92. 12. RFM (Recency, Frequency, Monetary) Analysis/18. CHALLENGE Solutions.mp4 72.64MB
  93. 12. RFM (Recency, Frequency, Monetary) Analysis/18. CHALLENGE Solutions.srt 12.83KB
  94. 12. RFM (Recency, Frequency, Monetary) Analysis/2. Value Based Segmentation.mp4 9.01MB
  95. 12. RFM (Recency, Frequency, Monetary) Analysis/2. Value Based Segmentation.srt 3.34KB
  96. 12. RFM (Recency, Frequency, Monetary) Analysis/3. RFM Model.mp4 14.42MB
  97. 12. RFM (Recency, Frequency, Monetary) Analysis/3. RFM Model.srt 6.10KB
  98. 12. RFM (Recency, Frequency, Monetary) Analysis/4. CASE STUDY Online Shopping (Briefing).mp4 2.91MB
  99. 12. RFM (Recency, Frequency, Monetary) Analysis/4. CASE STUDY Online Shopping (Briefing).srt 1.08KB
  100. 12. RFM (Recency, Frequency, Monetary) Analysis/5. Python - Directory and Libraries.mp4 14.25MB
  101. 12. RFM (Recency, Frequency, Monetary) Analysis/5. Python - Directory and Libraries.srt 2.37KB
  102. 12. RFM (Recency, Frequency, Monetary) Analysis/6. Python - Loading Data.mp4 23.49MB
  103. 12. RFM (Recency, Frequency, Monetary) Analysis/6. Python - Loading Data.srt 2.98KB
  104. 12. RFM (Recency, Frequency, Monetary) Analysis/7. Python - Creating Sales Variable.mp4 16.05MB
  105. 12. RFM (Recency, Frequency, Monetary) Analysis/7. Python - Creating Sales Variable.srt 1.95KB
  106. 12. RFM (Recency, Frequency, Monetary) Analysis/8. Python - Date Variable.mp4 21.84MB
  107. 12. RFM (Recency, Frequency, Monetary) Analysis/8. Python - Date Variable.srt 3.80KB
  108. 12. RFM (Recency, Frequency, Monetary) Analysis/9. Python - Customer Level Aggregation.mp4 30.43MB
  109. 12. RFM (Recency, Frequency, Monetary) Analysis/9. Python - Customer Level Aggregation.srt 3.97KB
  110. 13. Gaussian Mixture/1. Gaussian Mixture - Game Plan.mp4 2.68MB
  111. 13. Gaussian Mixture/1. Gaussian Mixture - Game Plan.srt 1.41KB
  112. 13. Gaussian Mixture/10. Python - Gaussian Mixture Model.mp4 8.58MB
  113. 13. Gaussian Mixture/10. Python - Gaussian Mixture Model.srt 1.37KB
  114. 13. Gaussian Mixture/11. Python - Cluster Prediction and Assignment.mp4 14.32MB
  115. 13. Gaussian Mixture/11. Python - Cluster Prediction and Assignment.srt 3.04KB
  116. 13. Gaussian Mixture/12. Python - Interpretation.mp4 78.69MB
  117. 13. Gaussian Mixture/12. Python - Interpretation.srt 8.98KB
  118. 13. Gaussian Mixture/13. CHALLENGE Introduction.mp4 32.87MB
  119. 13. Gaussian Mixture/13. CHALLENGE Introduction.srt 5.12KB
  120. 13. Gaussian Mixture/14. CHALLENGE Solutions.mp4 160.57MB
  121. 13. Gaussian Mixture/14. CHALLENGE Solutions.srt 19.73KB
  122. 13. Gaussian Mixture/15. My Experience with Segmentation.mp4 12.96MB
  123. 13. Gaussian Mixture/15. My Experience with Segmentation.srt 3.79KB
  124. 13. Gaussian Mixture/2. Clustering.mp4 6.24MB
  125. 13. Gaussian Mixture/2. Clustering.srt 2.47KB
  126. 13. Gaussian Mixture/3. Gaussian Mixture Model.mp4 13.84MB
  127. 13. Gaussian Mixture/3. Gaussian Mixture Model.srt 4.34KB
  128. 13. Gaussian Mixture/4. CASE STUDY Credit Cards #1 (Briefing).mp4 2.97MB
  129. 13. Gaussian Mixture/4. CASE STUDY Credit Cards #1 (Briefing).srt 1.08KB
  130. 13. Gaussian Mixture/5. Python - Directory and Data.mp4 14.66MB
  131. 13. Gaussian Mixture/5. Python - Directory and Data.srt 2.16KB
  132. 13. Gaussian Mixture/6. Python - Load Data.mp4 16.64MB
  133. 13. Gaussian Mixture/6. Python - Load Data.srt 2.07KB
  134. 13. Gaussian Mixture/7. Python - Transform Character variables.mp4 12.05MB
  135. 13. Gaussian Mixture/7. Python - Transform Character variables.srt 1.36KB
  136. 13. Gaussian Mixture/8. AIC and BIC.mp4 10.14MB
  137. 13. Gaussian Mixture/8. AIC and BIC.srt 2.42KB
  138. 13. Gaussian Mixture/9. Python - Optimal Number of Clusters.mp4 38.75MB
  139. 13. Gaussian Mixture/9. Python - Optimal Number of Clusters.srt 6.56KB
  140. 14. PART D PREDICTIVE ANALYTICS/1. What are Predictive Analytics and why are they important.html 1.65KB
  141. 15. Random Forest/1. Random Forest - Game Plan.mp4 3.31MB
  142. 15. Random Forest/1. Random Forest - Game Plan.srt 1.21KB
  143. 15. Random Forest/10. Python - Isolate X and Y.mp4 13.08MB
  144. 15. Random Forest/10. Python - Isolate X and Y.srt 1.77KB
  145. 15. Random Forest/11. Python - Training and Test Set.mp4 31.62MB
  146. 15. Random Forest/11. Python - Training and Test Set.srt 3.41KB
  147. 15. Random Forest/12. Python - Random Forest Model.mp4 17.84MB
  148. 15. Random Forest/12. Python - Random Forest Model.srt 3.20KB
  149. 15. Random Forest/13. Python - Predictions.mp4 7.85MB
  150. 15. Random Forest/13. Python - Predictions.srt 1.50KB
  151. 15. Random Forest/14. Python - Classification Report and F1 score.mp4 24.70MB
  152. 15. Random Forest/14. Python - Classification Report and F1 score.srt 3.71KB
  153. 15. Random Forest/15. Python - Feature Importance.mp4 26.08MB
  154. 15. Random Forest/15. Python - Feature Importance.srt 4.89KB
  155. 15. Random Forest/16. Parameter Tuning.mp4 7.60MB
  156. 15. Random Forest/16. Parameter Tuning.srt 2.97KB
  157. 15. Random Forest/17. Python - Parameter Grid.mp4 17.71MB
  158. 15. Random Forest/17. Python - Parameter Grid.srt 3.55KB
  159. 15. Random Forest/18. Python - Parameter Tuning.mp4 48.12MB
  160. 15. Random Forest/18. Python - Parameter Tuning.srt 7.61KB
  161. 15. Random Forest/19. CHALLENGE Introduction.mp4 29.15MB
  162. 15. Random Forest/19. CHALLENGE Introduction.srt 4.66KB
  163. 15. Random Forest/2. Ensemble Learning and Random Forest.mp4 9.03MB
  164. 15. Random Forest/2. Ensemble Learning and Random Forest.srt 2.49KB
  165. 15. Random Forest/20. CHALLENGE Solutions (Part 1).mp4 55.86MB
  166. 15. Random Forest/20. CHALLENGE Solutions (Part 1).srt 9.24KB
  167. 15. Random Forest/21. CHALLENGE Solutions (Part 2).mp4 59.12MB
  168. 15. Random Forest/21. CHALLENGE Solutions (Part 2).srt 10.27KB
  169. 15. Random Forest/3. How Decision Trees Work.mp4 17.27MB
  170. 15. Random Forest/3. How Decision Trees Work.srt 4.54KB
  171. 15. Random Forest/4. CASE STUDY Credit Cards #2 (Briefing).mp4 2.22MB
  172. 15. Random Forest/4. CASE STUDY Credit Cards #2 (Briefing).srt 860B
  173. 15. Random Forest/5. Python - Directory and Libraries.mp4 13.95MB
  174. 15. Random Forest/5. Python - Directory and Libraries.srt 2.47KB
  175. 15. Random Forest/6. Python - Loading Data.mp4 19.71MB
  176. 15. Random Forest/6. Python - Loading Data.srt 2.05KB
  177. 15. Random Forest/7. Python - Transform Object into Numerical Variables.mp4 13.53MB
  178. 15. Random Forest/7. Python - Transform Object into Numerical Variables.srt 1.98KB
  179. 15. Random Forest/8. Python - Summary Statistics.mp4 23.58MB
  180. 15. Random Forest/8. Python - Summary Statistics.srt 2.53KB
  181. 15. Random Forest/9. Random Forest Quirks.mp4 6.67MB
  182. 15. Random Forest/9. Random Forest Quirks.srt 2.75KB
  183. 16. Facebook Prophet/1. Facebook Prophet - Game Plan.mp4 5.01MB
  184. 16. Facebook Prophet/1. Facebook Prophet - Game Plan.srt 1.99KB
  185. 16. Facebook Prophet/10. Python - Easter Holiday.mp4 22.46MB
  186. 16. Facebook Prophet/10. Python - Easter Holiday.srt 6.01KB
  187. 16. Facebook Prophet/11. Python - Black Friday Holiday.mp4 37.47MB
  188. 16. Facebook Prophet/11. Python - Black Friday Holiday.srt 6.20KB
  189. 16. Facebook Prophet/12. Python - Finishing Holiday Preparation.mp4 8.32MB
  190. 16. Facebook Prophet/12. Python - Finishing Holiday Preparation.srt 1.48KB
  191. 16. Facebook Prophet/13. Training and Test Set in Time Series.mp4 5.80MB
  192. 16. Facebook Prophet/13. Training and Test Set in Time Series.srt 2.23KB
  193. 16. Facebook Prophet/14. Python - Training and Test Set.mp4 10.73MB
  194. 16. Facebook Prophet/14. Python - Training and Test Set.srt 2.21KB
  195. 16. Facebook Prophet/15. Facebook Prophet Model.mp4 10.84MB
  196. 16. Facebook Prophet/15. Facebook Prophet Model.srt 2.87KB
  197. 16. Facebook Prophet/16. Additive vs. Multiplicative Seasonality.mp4 10.13MB
  198. 16. Facebook Prophet/16. Additive vs. Multiplicative Seasonality.srt 2.72KB
  199. 16. Facebook Prophet/17. Python - Facebook Prophet.mp4 60.97MB
  200. 16. Facebook Prophet/17. Python - Facebook Prophet.srt 7.01KB
  201. 16. Facebook Prophet/18. Python - Regressor Coefficients.mp4 29.31MB
  202. 16. Facebook Prophet/18. Python - Regressor Coefficients.srt 3.56KB
  203. 16. Facebook Prophet/19. Python - Forecasting.mp4 57.69MB
  204. 16. Facebook Prophet/19. Python - Forecasting.srt 7.94KB
  205. 16. Facebook Prophet/2. Structural Time Series.mp4 8.25MB
  206. 16. Facebook Prophet/2. Structural Time Series.srt 2.78KB
  207. 16. Facebook Prophet/20. Python - Event Assessment.mp4 60.31MB
  208. 16. Facebook Prophet/20. Python - Event Assessment.srt 8.25KB
  209. 16. Facebook Prophet/21. Python - Accuracy Assessment.mp4 29.27MB
  210. 16. Facebook Prophet/21. Python - Accuracy Assessment.srt 5.38KB
  211. 16. Facebook Prophet/22. Python - Visualization.mp4 47.89MB
  212. 16. Facebook Prophet/22. Python - Visualization.srt 7.93KB
  213. 16. Facebook Prophet/23. Cross-Validation.mp4 3.59MB
  214. 16. Facebook Prophet/23. Cross-Validation.srt 1.23KB
  215. 16. Facebook Prophet/24. Python - Cross-Validation.mp4 56.00MB
  216. 16. Facebook Prophet/24. Python - Cross-Validation.srt 7.23KB
  217. 16. Facebook Prophet/25. Python - Cross-Validation Results and Visualization.mp4 46.23MB
  218. 16. Facebook Prophet/25. Python - Cross-Validation Results and Visualization.srt 7.25KB
  219. 16. Facebook Prophet/26. Parameters to Tune.mp4 8.32MB
  220. 16. Facebook Prophet/26. Parameters to Tune.srt 2.40KB
  221. 16. Facebook Prophet/27. Python - Parameter Grid.mp4 34.12MB
  222. 16. Facebook Prophet/27. Python - Parameter Grid.srt 5.58KB
  223. 16. Facebook Prophet/28. Python - Parameter Tuning.mp4 60.89MB
  224. 16. Facebook Prophet/28. Python - Parameter Tuning.srt 8.18KB
  225. 16. Facebook Prophet/29. Python - Parameter Tuning Results.mp4 36.78MB
  226. 16. Facebook Prophet/29. Python - Parameter Tuning Results.srt 4.12KB
  227. 16. Facebook Prophet/3. Facebook Prophet.mp4 12.09MB
  228. 16. Facebook Prophet/3. Facebook Prophet.srt 4.22KB
  229. 16. Facebook Prophet/30. CHALLENGE Introduction - Demand in NYC.mp4 16.60MB
  230. 16. Facebook Prophet/30. CHALLENGE Introduction - Demand in NYC.srt 2.46KB
  231. 16. Facebook Prophet/31. CHALLENGE Solutions (Part 1).mp4 69.20MB
  232. 16. Facebook Prophet/31. CHALLENGE Solutions (Part 1).srt 11.81KB
  233. 16. Facebook Prophet/32. CHALLENGE Solutions (Part 2).mp4 111.58MB
  234. 16. Facebook Prophet/32. CHALLENGE Solutions (Part 2).srt 16.33KB
  235. 16. Facebook Prophet/33. CHALLENGE Solutions (Part 3).mp4 127.77MB
  236. 16. Facebook Prophet/33. CHALLENGE Solutions (Part 3).srt 16.86KB
  237. 16. Facebook Prophet/34. Forecasting at Uber.mp4 15.61MB
  238. 16. Facebook Prophet/34. Forecasting at Uber.srt 5.36KB
  239. 16. Facebook Prophet/4. CASE STUDY Wikipedia (Briefing).mp4 3.50MB
  240. 16. Facebook Prophet/4. CASE STUDY Wikipedia (Briefing).srt 1.12KB
  241. 16. Facebook Prophet/5. Python - Directory and Libraries.mp4 15.10MB
  242. 16. Facebook Prophet/5. Python - Directory and Libraries.srt 2.91KB
  243. 16. Facebook Prophet/6. Python - Loading and Inspecting the Data.mp4 32.64MB
  244. 16. Facebook Prophet/6. Python - Loading and Inspecting the Data.srt 6.04KB
  245. 16. Facebook Prophet/7. Python - Transforming Date Variable.mp4 17.99MB
  246. 16. Facebook Prophet/7. Python - Transforming Date Variable.srt 3.97KB
  247. 16. Facebook Prophet/8. Python - Renaming Variables.mp4 8.94MB
  248. 16. Facebook Prophet/8. Python - Renaming Variables.srt 1.88KB
  249. 16. Facebook Prophet/9. Dynamic Holidays.mp4 8.47MB
  250. 16. Facebook Prophet/9. Dynamic Holidays.srt 2.73KB
  251. 17. Where To Go From Here/1. Thank You!.mp4 16.85MB
  252. 17. Where To Go From Here/1. Thank You!.srt 1.82KB
  253. 17. Where To Go From Here/2. Become An Alumni.html 921B
  254. 17. Where To Go From Here/3. Endorsements On LinkedIn.html 1.37KB
  255. 17. Where To Go From Here/4. Learning Guideline.html 353B
  256. 17. Where To Go From Here/5. Coding Challenges.html 860B
  257. 18. BONUS Section/1. Special Bonus Lecture.html 1.22KB
  258. 2. PART A STATISTICS/1. What are Statistics and why are they important.html 1.59KB
  259. 3. Basic Statistics/1. Basic Statistics - Game Plan.mp4 2.91MB
  260. 3. Basic Statistics/1. Basic Statistics - Game Plan.srt 1.28KB
  261. 3. Basic Statistics/10. Python - Mode.mp4 18.82MB
  262. 3. Basic Statistics/10. Python - Mode.srt 3.35KB
  263. 3. Basic Statistics/11. EXERCISE Python - Mode.mp4 12.62MB
  264. 3. Basic Statistics/11. EXERCISE Python - Mode.srt 1.91KB
  265. 3. Basic Statistics/12. Correlation.mp4 29.38MB
  266. 3. Basic Statistics/12. Correlation.srt 5.41KB
  267. 3. Basic Statistics/13. Python - Correlation.mp4 54.04MB
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  269. 3. Basic Statistics/14. EXERCISE Python - Correlation.mp4 24.15MB
  270. 3. Basic Statistics/14. EXERCISE Python - Correlation.srt 4.17KB
  271. 3. Basic Statistics/15. Standard Deviation.mp4 7.26MB
  272. 3. Basic Statistics/15. Standard Deviation.srt 2.66KB
  273. 3. Basic Statistics/16. Python - Standard Deviation.mp4 17.66MB
  274. 3. Basic Statistics/16. Python - Standard Deviation.srt 2.64KB
  275. 3. Basic Statistics/17. EXERCISE Python - Standard Deviation.mp4 6.47MB
  276. 3. Basic Statistics/17. EXERCISE Python - Standard Deviation.srt 1.31KB
  277. 3. Basic Statistics/18. CASE STUDY Moneyball.mp4 12.45MB
  278. 3. Basic Statistics/18. CASE STUDY Moneyball.srt 4.17KB
  279. 3. Basic Statistics/2. Arithmetic Mean.mp4 9.11MB
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  281. 3. Basic Statistics/3. CASE STUDY Moneyball (Briefing).mp4 2.19MB
  282. 3. Basic Statistics/3. CASE STUDY Moneyball (Briefing).srt 1.26KB
  283. 3. Basic Statistics/4. Python - Directory, Libraries and Data.mp4 51.30MB
  284. 3. Basic Statistics/4. Python - Directory, Libraries and Data.srt 9.50KB
  285. 3. Basic Statistics/5. Python - Mean.mp4 59.66MB
  286. 3. Basic Statistics/5. Python - Mean.srt 10.30KB
  287. 3. Basic Statistics/6. EXERCISE Python - Mean.mp4 16.47MB
  288. 3. Basic Statistics/6. EXERCISE Python - Mean.srt 2.43KB
  289. 3. Basic Statistics/7. Median and Mode.mp4 8.42MB
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  291. 3. Basic Statistics/8. Python - Median.mp4 25.38MB
  292. 3. Basic Statistics/8. Python - Median.srt 5.12KB
  293. 3. Basic Statistics/9. EXERCISE Python - Median.mp4 20.28MB
  294. 3. Basic Statistics/9. EXERCISE Python - Median.srt 3.71KB
  295. 4. Intermediary Statistics/1. Intermediary Statistics - Game Plan.mp4 1.82MB
  296. 4. Intermediary Statistics/1. Intermediary Statistics - Game Plan.srt 971B
  297. 4. Intermediary Statistics/10. EXERCISE Python - Shapiro-Wilks.mp4 15.07MB
  298. 4. Intermediary Statistics/10. EXERCISE Python - Shapiro-Wilks.srt 3.21KB
  299. 4. Intermediary Statistics/11. Standard Error of the Mean.mp4 8.15MB
  300. 4. Intermediary Statistics/11. Standard Error of the Mean.srt 3.11KB
  301. 4. Intermediary Statistics/12. Python - Standard Error.mp4 28.83MB
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  303. 4. Intermediary Statistics/13. EXERCISE Python - Standard Error.mp4 12.57MB
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  305. 4. Intermediary Statistics/14. Z-Score.mp4 8.45MB
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  307. 4. Intermediary Statistics/15. Confidence interval.mp4 42.96MB
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  309. 4. Intermediary Statistics/16. Python - Confidence Interval.mp4 45.82MB
  310. 4. Intermediary Statistics/16. Python - Confidence Interval.srt 7.71KB
  311. 4. Intermediary Statistics/17. EXERCISE Python - Confidence Interval.mp4 16.15MB
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  313. 4. Intermediary Statistics/18. T-test.mp4 6.60MB
  314. 4. Intermediary Statistics/18. T-test.srt 2.55KB
  315. 4. Intermediary Statistics/19. CASE STUDY Remote Work Predictions (Briefing).mp4 2.45MB
  316. 4. Intermediary Statistics/19. CASE STUDY Remote Work Predictions (Briefing).srt 875B
  317. 4. Intermediary Statistics/2. Normal Distribution.mp4 12.81MB
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  319. 4. Intermediary Statistics/20. Python - T-test.mp4 65.47MB
  320. 4. Intermediary Statistics/20. Python - T-test.srt 12.11KB
  321. 4. Intermediary Statistics/21. EXERCISE Python - T-test.mp4 31.94MB
  322. 4. Intermediary Statistics/21. EXERCISE Python - T-test.srt 6.00KB
  323. 4. Intermediary Statistics/22. Chi-square test.mp4 8.79MB
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  325. 4. Intermediary Statistics/23. Python - Chi-square test.mp4 50.50MB
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  327. 4. Intermediary Statistics/24. EXERCISE Python - Chi-square.mp4 22.71MB
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  329. 4. Intermediary Statistics/25. Powerposing and p-hacking.mp4 15.74MB
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  331. 4. Intermediary Statistics/3. CASE STUDY Wine Quality (Briefing).mp4 9.80MB
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  333. 4. Intermediary Statistics/4. Python - Preparing Script and Loading Data.mp4 28.58MB
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  336. 4. Intermediary Statistics/5. Python - Normal Distribution Visualization.srt 9.09KB
  337. 4. Intermediary Statistics/6. EXERCISE Python - Normal Distribution.mp4 28.28MB
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  339. 4. Intermediary Statistics/7. P-value.mp4 27.30MB
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  343. 4. Intermediary Statistics/9. Python - Shapiro-Wilks Test.mp4 51.09MB
  344. 4. Intermediary Statistics/9. Python - Shapiro-Wilks Test.srt 8.89KB
  345. 5. Linear Regression/1. Linear Regression - Game Plan.mp4 3.58MB
  346. 5. Linear Regression/1. Linear Regression - Game Plan.srt 1.70KB
  347. 5. Linear Regression/10. Dummy Variable Trap.mp4 12.13MB
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  349. 5. Linear Regression/11. Python - Dummy Variable.mp4 17.85MB
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  351. 5. Linear Regression/12. EXERCISE Python - Linear Regression.mp4 36.01MB
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  355. 5. Linear Regression/3. Linear Regression.mp4 16.23MB
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  365. 5. Linear Regression/8. Python - Linear Regression model and summary.mp4 21.95MB
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  369. 6. Multilinear Regression/1. Multilinear Regression - Game Plan.mp4 4.19MB
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  371. 6. Multilinear Regression/10. Python - For Loop.mp4 28.25MB
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  379. 6. Multilinear Regression/14. Under and Over Fitting.mp4 5.09MB
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  389. 6. Multilinear Regression/19. Python - Model Predictions.mp4 9.76MB
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  391. 6. Multilinear Regression/2. The Concept of Multilinear Regression.mp4 5.31MB
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  395. 6. Multilinear Regression/21. CHALLENGE Introduction.mp4 27.70MB
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  397. 6. Multilinear Regression/22. CHALLENGE Solutions.mp4 110.60MB
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  399. 6. Multilinear Regression/3. CASE STUDY Professors' Salary (Briefing).mp4 3.09MB
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  405. 6. Multilinear Regression/6. Outliers.mp4 8.82MB
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  413. 7. Logistic Regression/1. Logistic Regression - Game Plan.mp4 3.15MB
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  433. 7. Logistic Regression/19. CHALLENGE Introduction.mp4 29.26MB
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  435. 7. Logistic Regression/2. CASE STUDY Spam Emails (Briefing).mp4 2.97MB
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  437. 7. Logistic Regression/20. CHALLENGE Solutions.mp4 90.65MB
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  453. 8. PART B ECONOMETRICS & CAUSAL INFERENCE/1. What are Econometrics & Causal Inference, and why are they important.html 1.72KB
  454. 9. Google Causal Impact (Econometrics and Causal Inference)/1. Why Econometrics and Causal Inference.mp4 18.35MB
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  474. 9. Google Causal Impact (Econometrics and Causal Inference)/19. Interpreting the Causal Impact Plots.mp4 25.60MB
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  476. 9. Google Causal Impact (Econometrics and Causal Inference)/2. Google Causal Impact - Game Plan.mp4 3.97MB
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  478. 9. Google Causal Impact (Econometrics and Causal Inference)/20. Python - Causal Impact Results.mp4 41.85MB
  479. 9. Google Causal Impact (Econometrics and Causal Inference)/20. Python - Causal Impact Results.srt 6.13KB
  480. 9. Google Causal Impact (Econometrics and Causal Inference)/21. CHALLENGE Introduction.mp4 40.57MB
  481. 9. Google Causal Impact (Econometrics and Causal Inference)/21. CHALLENGE Introduction.srt 6.28KB
  482. 9. Google Causal Impact (Econometrics and Causal Inference)/22. CHALLENGE Solutions.mp4 164.38MB
  483. 9. Google Causal Impact (Econometrics and Causal Inference)/22. CHALLENGE Solutions.srt 21.66KB
  484. 9. Google Causal Impact (Econometrics and Causal Inference)/23. EXERCISE Imposter Syndrome.mp4 39.22MB
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  486. 9. Google Causal Impact (Econometrics and Causal Inference)/3. Time Series Data.mp4 6.44MB
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  488. 9. Google Causal Impact (Econometrics and Causal Inference)/4. CASE STUDY Bitcoin and PayPal (Briefing).mp4 14.30MB
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  490. 9. Google Causal Impact (Econometrics and Causal Inference)/5. Difference-in-Differences Framework.mp4 11.63MB
  491. 9. Google Causal Impact (Econometrics and Causal Inference)/5. Difference-in-Differences Framework.srt 3.50KB
  492. 9. Google Causal Impact (Econometrics and Causal Inference)/6. Causal Impact Step-by-Step Guide.mp4 5.96MB
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  494. 9. Google Causal Impact (Econometrics and Causal Inference)/7. Python - Libraries and Dates.mp4 20.11MB
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