[GigaCourse.Com] ZeroToMastery - Python for Business Data Analytics & Intelligence

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Files
  1. 0. Websites you may like/[CourseClub.Me].url 122B
  2. 0. Websites you may like/[GigaCourse.Com].url 49B
  3. 1 Section 1 - Introduction/Exercise_ Meet Your Classmates and Instructor.pdf 250.31KB
  4. 1 Section 1 - Introduction/Introduction/Introduction.mp4 25.10MB
  5. 1 Section 1 - Introduction/Python for Business Analytics & Intelligence/Python for Business Analytics & Intelligence.mp4 169.81MB
  6. 1 Section 1 - Introduction/Setting up the Course Material/Setting up the Course Material.mp4 34.51MB
  7. 1 Section 1 - Introduction/The Modern Day Business Analyst/The Modern Day Business Analyst.mp4 10.96MB
  8. 10 Section 8 - Matching/CASE STUDY - Catholic Schools & Standardized Tests (Briefing)/CASE STUDY - Catholic Schools & Standardized Tests (Briefing).mp4 3.48MB
  9. 10 Section 8 - Matching/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 34.83MB
  10. 10 Section 8 - Matching/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 112.19MB
  11. 10 Section 8 - Matching/Common Support Region/Common Support Region.mp4 14.25MB
  12. 10 Section 8 - Matching/Matching - Game Plan/Matching - Game Plan.mp4 5.48MB
  13. 10 Section 8 - Matching/Matching/Matching.mp4 8.36MB
  14. 10 Section 8 - Matching/My Experience with Matching/My Experience with Matching.mp4 5.40MB
  15. 10 Section 8 - Matching/Python - Chi-square Loop/Python - Chi-square Loop.mp4 23.23MB
  16. 10 Section 8 - Matching/Python - Chi-square Test/Python - Chi-square Test.mp4 38.76MB
  17. 10 Section 8 - Matching/Python - Cleaning and Preparing Dataset/Python - Cleaning and Preparing Dataset.mp4 28.84MB
  18. 10 Section 8 - Matching/Python - Common Support Region Visualization/Python - Common Support Region Visualization.mp4 9.09MB
  19. 10 Section 8 - Matching/Python - Comparing Means/Python - Comparing Means.mp4 20.01MB
  20. 10 Section 8 - Matching/Python - Directory and Libraries/Python - Directory and Libraries.mp4 16.73MB
  21. 10 Section 8 - Matching/Python - Education Variables/Python - Education Variables.mp4 44.17MB
  22. 10 Section 8 - Matching/Python - Loading Data/Python - Loading Data.mp4 31.34MB
  23. 10 Section 8 - Matching/Python - Logistic Regression and Debugging/Python - Logistic Regression and Debugging.mp4 92.74MB
  24. 10 Section 8 - Matching/Python - Matching/Python - Matching.mp4 43.52MB
  25. 10 Section 8 - Matching/Python - Other Variables/Python - Other Variables.mp4 23.80MB
  26. 10 Section 8 - Matching/Python - Outcome Visualization/Python - Outcome Visualization.mp4 9.06MB
  27. 10 Section 8 - Matching/Python - Preparing for Common Support Region/Python - Preparing for Common Support Region.mp4 34.98MB
  28. 10 Section 8 - Matching/Python - Race Variable Transformation/Python - Race Variable Transformation.mp4 86.15MB
  29. 10 Section 8 - Matching/Python - Robustness Check - Removing 1 confounder/Python - Robustness Check - Removing 1 confounder.mp4 29.45MB
  30. 10 Section 8 - Matching/Python - Robustness Check - Repeated experiments/Python - Robustness Check - Repeated experiments.mp4 57.38MB
  31. 10 Section 8 - Matching/Python - T-Test Loop/Python - T-Test Loop.mp4 23.84MB
  32. 10 Section 8 - Matching/Python - T-Test/Python - T-Test.mp4 26.22MB
  33. 10 Section 8 - Matching/Robustness Checks/Robustness Checks.mp4 4.64MB
  34. 10 Section 8 - Matching/The Curse of Dimensionality/The Curse of Dimensionality.mp4 5.28MB
  35. 10 Section 8 - Matching/Unconfoundedness/Unconfoundedness.mp4 5.21MB
  36. 11 PART C_ SEGMENTATION/What is Segmentation and why is it important.pdf 208.47KB
  37. 11 PART C_ SEGMENTATION/[CourseClub.Me].url 122B
  38. 11 PART C_ SEGMENTATION/[GigaCourse.Com].url 49B
  39. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CASE STUDY - Online Shopping (Briefing)/CASE STUDY - Online Shopping (Briefing).mp4 1.56MB
  40. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 10.93MB
  41. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 38.39MB
  42. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Applying RFM Function/Python - Applying RFM Function.mp4 8.58MB
  43. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Creating Sales Variable/Python - Creating Sales Variable.mp4 14.27MB
  44. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Customer Level Aggregation/Python - Customer Level Aggregation.mp4 21.55MB
  45. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Date Variable/Python - Date Variable.mp4 11.49MB
  46. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Directory and Libraries/Python - Directory and Libraries.mp4 9.73MB
  47. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Loading Data/Python - Loading Data.mp4 21.21MB
  48. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Monetary Variable/Python - Monetary Variable.mp4 5.21MB
  49. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Quartiles/Python - Quartiles.mp4 23.03MB
  50. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - RFM Function/Python - RFM Function.mp4 11.38MB
  51. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - RFM Score/Python - RFM Score.mp4 6.56MB
  52. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Results Summary/Python - Results Summary.mp4 14.93MB
  53. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Tidying up Dataframe/Python - Tidying up Dataframe.mp4 12.12MB
  54. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/RFM - Game Plan/RFM - Game Plan.mp4 2.33MB
  55. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/RFM Model/RFM Model.mp4 8.05MB
  56. 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Value Based Segmentation/Value Based Segmentation.mp4 4.77MB
  57. 13 Section 10 - Gaussian Mixture/AIC and BIC/AIC and BIC.mp4 5.84MB
  58. 13 Section 10 - Gaussian Mixture/CASE STUDY - Credit Cards #1 (Briefing)/CASE STUDY - Credit Cards #1 (Briefing).mp4 2.64MB
  59. 13 Section 10 - Gaussian Mixture/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 36.85MB
  60. 13 Section 10 - Gaussian Mixture/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 216.41MB
  61. 13 Section 10 - Gaussian Mixture/Clustering/Clustering.mp4 4.65MB
  62. 13 Section 10 - Gaussian Mixture/Gaussian Mixture - Game Plan/Gaussian Mixture - Game Plan.mp4 2.76MB
  63. 13 Section 10 - Gaussian Mixture/Gaussian Mixture Model/Gaussian Mixture Model.mp4 7.99MB
  64. 13 Section 10 - Gaussian Mixture/My Experience with Segmentation/My Experience with Segmentation.mp4 7.22MB
  65. 13 Section 10 - Gaussian Mixture/Python - Cluster Prediction and Assignment/Python - Cluster Prediction and Assignment.mp4 12.85MB
  66. 13 Section 10 - Gaussian Mixture/Python - Directory and Data/Python - Directory and Data.mp4 14.82MB
  67. 13 Section 10 - Gaussian Mixture/Python - Gaussian Mixture Model/Python - Gaussian Mixture Model.mp4 9.13MB
  68. 13 Section 10 - Gaussian Mixture/Python - Interpretation/Python - Interpretation.mp4 103.98MB
  69. 13 Section 10 - Gaussian Mixture/Python - Load Data/Python - Load Data.mp4 20.42MB
  70. 13 Section 10 - Gaussian Mixture/Python - Optimal Number of Clusters/Python - Optimal Number of Clusters.mp4 29.28MB
  71. 13 Section 10 - Gaussian Mixture/Python - Transform Character variables/Python - Transform Character variables.mp4 14.19MB
  72. 14 PART D_ PREDICTIVE ANALYTICS/What are Predictive Analytics and why are they important.pdf 186.10KB
  73. 15 Section 11 - Random Forest/CASE STUDY - Credit Cards #2 (Briefing)/CASE STUDY - Credit Cards #2 (Briefing).mp4 1.18MB
  74. 15 Section 11 - Random Forest/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 34.09MB
  75. 15 Section 11 - Random Forest/CHALLENGE - Solutions (Part 1)/CHALLENGE - Solutions (Part 1).mp4 54.48MB
  76. 15 Section 11 - Random Forest/CHALLENGE - Solutions (Part 2)/CHALLENGE - Solutions (Part 2).mp4 48.99MB
  77. 15 Section 11 - Random Forest/Ensemble Learning and Random Forest/Ensemble Learning and Random Forest.mp4 4.35MB
  78. 15 Section 11 - Random Forest/How Decision Trees Work/How Decision Trees Work.mp4 9.07MB
  79. 15 Section 11 - Random Forest/Parameter Tuning/Parameter Tuning.mp4 5.94MB
  80. 15 Section 11 - Random Forest/Python - Classification Report and F1 score/Python - Classification Report and F1 score.mp4 24.94MB
  81. 15 Section 11 - Random Forest/Python - Directory and Libraries/Python - Directory and Libraries.mp4 9.84MB
  82. 15 Section 11 - Random Forest/Python - Feature Importance/Python - Feature Importance.mp4 19.51MB
  83. 15 Section 11 - Random Forest/Python - Isolate X and Y/Python - Isolate X and Y.mp4 15.13MB
  84. 15 Section 11 - Random Forest/Python - Loading Data/Python - Loading Data.mp4 18.49MB
  85. 15 Section 11 - Random Forest/Python - Parameter Grid/Python - Parameter Grid.mp4 15.70MB
  86. 15 Section 11 - Random Forest/Python - Parameter Tuning/Python - Parameter Tuning.mp4 43.75MB
  87. 15 Section 11 - Random Forest/Python - Predictions/Python - Predictions.mp4 4.87MB
  88. 15 Section 11 - Random Forest/Python - Random Forest Model/Python - Random Forest Model.mp4 11.73MB
  89. 15 Section 11 - Random Forest/Python - Summary Statistics/Python - Summary Statistics.mp4 20.91MB
  90. 15 Section 11 - Random Forest/Python - Training and Test Set/Python - Training and Test Set.mp4 27.44MB
  91. 15 Section 11 - Random Forest/Python - Transform Object into Numerical Variables/Python - Transform Object into Numerical Variables.mp4 9.93MB
  92. 15 Section 11 - Random Forest/Random Forest - Game Plan/Random Forest - Game Plan.mp4 2.95MB
  93. 15 Section 11 - Random Forest/Random Forest Quirks/Random Forest Quirks.mp4 3.77MB
  94. 15 Section 11 - Random Forest/[CourseClub.Me].url 122B
  95. 15 Section 11 - Random Forest/[GigaCourse.Com].url 49B
  96. 16 Section 12 - Facebook Prophet/Additive vs [TutFlix.ORG]. Multiplicative Seasonality/Additive vs. Multiplicative Seasonality.mp4 6.07MB
  97. 16 Section 12 - Facebook Prophet/CASE STUDY - Wikipedia (Briefing) [TutFlix.ORG]/CASE STUDY - Wikipedia (Briefing).mp4 2.42MB
  98. 16 Section 12 - Facebook Prophet/CHALLENGE - Introduction [TutFlix.ORG]/CHALLENGE - Introduction.mp4 20.00MB
  99. 16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 1) [TutFlix.ORG]/CHALLENGE - Solutions (Part 1).mp4 56.68MB
  100. 16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 2) [TutFlix.ORG]/CHALLENGE - Solutions (Part 2).mp4 92.60MB
  101. 16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 3) [TutFlix.ORG]/CHALLENGE - Solutions (Part 3).mp4 63.73MB
  102. 16 Section 12 - Facebook Prophet/Cross-validation [TutFlix.ORG]/Cross-validation.mp4 2.72MB
  103. 16 Section 12 - Facebook Prophet/Dynamic Holidays [TutFlix.ORG]/Dynamic Holidays.mp4 4.92MB
  104. 16 Section 12 - Facebook Prophet/Facebook Prophet - Game Plan [TutFlix.ORG]/Facebook Prophet - Game Plan.mp4 3.24MB
  105. 16 Section 12 - Facebook Prophet/Facebook Prophet Model [TutFlix.ORG]/Facebook Prophet Model.mp4 35.81MB
  106. 16 Section 12 - Facebook Prophet/Facebook Prophet Parameters [TutFlix.ORG]/Facebook Prophet Parameters.mp4 5.24MB
  107. 16 Section 12 - Facebook Prophet/Facebook Prophet [TutFlix.ORG]/Facebook Prophet.mp4 7.52MB
  108. 16 Section 12 - Facebook Prophet/Forecasting at Uber [TutFlix.ORG]/Forecasting at Uber.mp4 9.04MB
  109. 16 Section 12 - Facebook Prophet/Parameters to tune [TutFlix.ORG]/Parameters to tune.mp4 3.25MB
  110. 16 Section 12 - Facebook Prophet/Python - Accuracy Assessment [TutFlix.ORG]/Python - Accuracy Assessment.mp4 19.53MB
  111. 16 Section 12 - Facebook Prophet/Python - Black Friday [TutFlix.ORG]/Python - Black Friday.mp4 14.52MB
  112. 16 Section 12 - Facebook Prophet/Python - Combining Events and Preparing Dataframe [TutFlix.ORG]/Python - Combining Events and Preparing Dataframe.mp4 15.02MB
  113. 16 Section 12 - Facebook Prophet/Python - Cross-validation [TutFlix.ORG]/Python - Cross-validation.mp4 48.74MB
  114. 16 Section 12 - Facebook Prophet/Python - Directory and Libraries [TutFlix.ORG]/Python - Directory and Libraries.mp4 13.47MB
  115. 16 Section 12 - Facebook Prophet/Python - Easter Holidays [TutFlix.ORG]/Python - Easter Holidays.mp4 22.88MB
  116. 16 Section 12 - Facebook Prophet/Python - Forecasting [TutFlix.ORG]/Python - Forecasting.mp4 21.30MB
  117. 16 Section 12 - Facebook Prophet/Python - Future Dataframe [TutFlix.ORG]/Python - Future Dataframe.mp4 32.45MB
  118. 16 Section 12 - Facebook Prophet/Python - Loading Data [TutFlix.ORG]/Python - Loading Data.mp4 11.22MB
  119. 16 Section 12 - Facebook Prophet/Python - Parameter Grid [TutFlix.ORG]/Python - Parameter Grid.mp4 22.66MB
  120. 16 Section 12 - Facebook Prophet/Python - Parameter Tuning [TutFlix.ORG]/Python - Parameter Tuning.mp4 47.10MB
  121. 16 Section 12 - Facebook Prophet/Python - Regressor Coefficients [TutFlix.ORG]/Python - Regressor Coefficients.mp4 7.76MB
  122. 16 Section 12 - Facebook Prophet/Python - Renaming Variables [TutFlix.ORG]/Python - Renaming Variables.mp4 9.13MB
  123. 16 Section 12 - Facebook Prophet/Python - Training and Test Set [TutFlix.ORG]/Python - Training and Test Set.mp4 10.91MB
  124. 16 Section 12 - Facebook Prophet/Python - Transforming Date Variable [TutFlix.ORG]/Python - Transforming Date Variable.mp4 17.52MB
  125. 16 Section 12 - Facebook Prophet/Python - Visualization [TutFlix.ORG]/Python - Visualization.mp4 30.65MB
  126. 16 Section 12 - Facebook Prophet/Structural Time Series [TutFlix.ORG]/Structural Time Series.mp4 6.85MB
  127. 16 Section 12 - Facebook Prophet/Training and Test Set [TutFlix.ORG]/Training and Test Set.mp4 4.64MB
  128. 17 Where To Go From Here/Thank You!/Thank You!.mp4 88.98MB
  129. 2 PART A_ STATISTICS/What are Statistics and why are they important.pdf 169.60KB
  130. 2 PART A_ STATISTICS/[CourseClub.Me].url 122B
  131. 2 PART A_ STATISTICS/[GigaCourse.Com].url 49B
  132. 3 Section 2 - Basic Statistics/Arithmetic Mean/Arithmetic Mean.mp4 6.94MB
  133. 3 Section 2 - Basic Statistics/Basic Statistics - Game Plan/Basic Statistics - Game Plan.mp4 2.66MB
  134. 3 Section 2 - Basic Statistics/CASE STUDY - Moneyball (Briefing)/CASE STUDY - Moneyball (Briefing).mp4 1.41MB
  135. 3 Section 2 - Basic Statistics/CASE STUDY - Moneyball/CASE STUDY - Moneyball.mp4 7.55MB
  136. 3 Section 2 - Basic Statistics/Correlation/Correlation.mp4 15.94MB
  137. 3 Section 2 - Basic Statistics/EXERCISE - Python - Correlation/EXERCISE - Python - Correlation.mp4 15.01MB
  138. 3 Section 2 - Basic Statistics/EXERCISE - Python - Mean/EXERCISE - Python - Mean.mp4 11.65MB
  139. 3 Section 2 - Basic Statistics/EXERCISE - Python - Median/EXERCISE - Python - Median.mp4 12.69MB
  140. 3 Section 2 - Basic Statistics/EXERCISE - Python - Mode/EXERCISE - Python - Mode.mp4 11.90MB
  141. 3 Section 2 - Basic Statistics/EXERCISE - Python - Standard Deviation/EXERCISE - Python - Standard Deviation.mp4 4.18MB
  142. 3 Section 2 - Basic Statistics/Median and Mode/Median and Mode.mp4 4.66MB
  143. 3 Section 2 - Basic Statistics/Python - Correlation/Python - Correlation.mp4 36.21MB
  144. 3 Section 2 - Basic Statistics/Python - Directory, Libraries and Data/Python - Directory, Libraries and Data.mp4 39.89MB
  145. 3 Section 2 - Basic Statistics/Python - Mean/Python - Mean.mp4 38.89MB
  146. 3 Section 2 - Basic Statistics/Python - Median/Python - Median.mp4 17.42MB
  147. 3 Section 2 - Basic Statistics/Python - Mode/Python - Mode.mp4 15.57MB
  148. 3 Section 2 - Basic Statistics/Python - Standard Deviation/Python - Standard Deviation.mp4 18.59MB
  149. 3 Section 2 - Basic Statistics/Standard Deviation/Standard Deviation.mp4 4.25MB
  150. 4 Section 3 - Intermediary Statistics/CASE STUDY - Remote Work Predictions (Briefing)/CASE STUDY - Remote Work Predictions (Briefing).mp4 2.29MB
  151. 4 Section 3 - Intermediary Statistics/CASE STUDY - Wine Quality (Briefing)/CASE STUDY - Wine Quality (Briefing).mp4 5.37MB
  152. 4 Section 3 - Intermediary Statistics/Chi-square test/Chi-square test.mp4 5.94MB
  153. 4 Section 3 - Intermediary Statistics/Confidence Interval/Confidence Interval.mp4 36.08MB
  154. 4 Section 3 - Intermediary Statistics/EXERCISE - Python - Chi-square/EXERCISE - Python - Chi-square.mp4 17.53MB
  155. 4 Section 3 - Intermediary Statistics/EXERCISE - Python - Confidence Interval/EXERCISE - Python - Confidence Interval.mp4 13.96MB
  156. 4 Section 3 - Intermediary Statistics/EXERCISE - Python - Normal Distribution/EXERCISE - Python - Normal Distribution.mp4 26.98MB
  157. 4 Section 3 - Intermediary Statistics/EXERCISE - Python - Shapiro-Wilks/EXERCISE - Python - Shapiro-Wilks.mp4 10.18MB
  158. 4 Section 3 - Intermediary Statistics/EXERCISE - Python - Standard Error/EXERCISE - Python - Standard Error.mp4 10.56MB
  159. 4 Section 3 - Intermediary Statistics/EXERCISE - Python - T-test/EXERCISE - Python - T-test.mp4 22.85MB
  160. 4 Section 3 - Intermediary Statistics/Intermediary Statistics - Game Plan/Intermediary Statistics - Game Plan.mp4 1.94MB
  161. 4 Section 3 - Intermediary Statistics/Normal Distribution/Normal Distribution.mp4 7.16MB
  162. 4 Section 3 - Intermediary Statistics/P-Value/P-Value.mp4 14.48MB
  163. 4 Section 3 - Intermediary Statistics/Powerposing and p-hacking/Powerposing and p-hacking.mp4 10.56MB
  164. 4 Section 3 - Intermediary Statistics/Python - Chi-square test/Python - Chi-square test.mp4 47.07MB
  165. 4 Section 3 - Intermediary Statistics/Python - Confidence Interval/Python - Confidence Interval.mp4 40.47MB
  166. 4 Section 3 - Intermediary Statistics/Python - Normal Distribution Visualization/Python - Normal Distribution Visualization.mp4 36.85MB
  167. 4 Section 3 - Intermediary Statistics/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 20.29MB
  168. 4 Section 3 - Intermediary Statistics/Python - Shapiro-Wilks Test/Python - Shapiro-Wilks Test.mp4 41.83MB
  169. 4 Section 3 - Intermediary Statistics/Python - Standard Error/Python - Standard Error.mp4 25.89MB
  170. 4 Section 3 - Intermediary Statistics/Python - T-test/Python - T-test.mp4 56.79MB
  171. 4 Section 3 - Intermediary Statistics/Shapiro-Wilks Test/Shapiro-Wilks Test.mp4 4.58MB
  172. 4 Section 3 - Intermediary Statistics/Standard Error of the Mean/Standard Error of the Mean.mp4 5.87MB
  173. 4 Section 3 - Intermediary Statistics/T-test/T-test.mp4 5.30MB
  174. 4 Section 3 - Intermediary Statistics/Z-Score/Z-Score.mp4 5.80MB
  175. 4 Section 3 - Intermediary Statistics/[CourseClub.Me].url 122B
  176. 4 Section 3 - Intermediary Statistics/[GigaCourse.Com].url 49B
  177. 5 Section 4 - Linear Regression/CASE STUDY - Diamonds (Briefing)/CASE STUDY - Diamonds (Briefing).mp4 2.78MB
  178. 5 Section 4 - Linear Regression/Dummy Variable Trap/Dummy Variable Trap.mp4 7.41MB
  179. 5 Section 4 - Linear Regression/EXERCISE - Python - Linear Regression/EXERCISE - Python - Linear Regression.mp4 25.29MB
  180. 5 Section 4 - Linear Regression/Linear Regression - Game Plan/Linear Regression - Game Plan.mp4 2.98MB
  181. 5 Section 4 - Linear Regression/Linear Regression Output/Linear Regression Output.mp4 34.26MB
  182. 5 Section 4 - Linear Regression/Linear Regression/Linear Regression.mp4 10.07MB
  183. 5 Section 4 - Linear Regression/Python - Adding Constant/Python - Adding Constant.mp4 8.62MB
  184. 5 Section 4 - Linear Regression/Python - Dummy Variable/Python - Dummy Variable.mp4 14.62MB
  185. 5 Section 4 - Linear Regression/Python - Isolate X and Y/Python - Isolate X and Y.mp4 10.80MB
  186. 5 Section 4 - Linear Regression/Python - Linear Regression Model and Summary/Python - Linear Regression Model and Summary.mp4 16.58MB
  187. 5 Section 4 - Linear Regression/Python - Plotting Regression/Python - Plotting Regression.mp4 21.59MB
  188. 5 Section 4 - Linear Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 22.21MB
  189. 6 Section 5 - Multilinear Regression/Accuracy KPIs (Key Performance Indicators)/Accuracy KPIs (Key Performance Indicators).mp4 8.58MB
  190. 6 Section 5 - Multilinear Regression/CASE STUDY - Professors' Salary (Briefing)/CASE STUDY - Professors' Salary (Briefing).mp4 1.54MB
  191. 6 Section 5 - Multilinear Regression/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 18.60MB
  192. 6 Section 5 - Multilinear Regression/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 65.06MB
  193. 6 Section 5 - Multilinear Regression/Multilinear Regression - Game Plan/Multilinear Regression - Game Plan.mp4 3.32MB
  194. 6 Section 5 - Multilinear Regression/Outliers/Outliers.mp4 4.71MB
  195. 6 Section 5 - Multilinear Regression/Python - Accuracy Assessment/Python - Accuracy Assessment.mp4 21.69MB
  196. 6 Section 5 - Multilinear Regression/Python - Adding Constant/Python - Adding Constant.mp4 4.62MB
  197. 6 Section 5 - Multilinear Regression/Python - Categorical Variables/Python - Categorical Variables.mp4 18.37MB
  198. 6 Section 5 - Multilinear Regression/Python - Correlation Matrix/Python - Correlation Matrix.mp4 11.96MB
  199. 6 Section 5 - Multilinear Regression/Python - Creating Dummy Variables/Python - Creating Dummy Variables.mp4 9.30MB
  200. 6 Section 5 - Multilinear Regression/Python - For Loop/Python - For Loop.mp4 17.63MB
  201. 6 Section 5 - Multilinear Regression/Python - Isolate X and Y/Python - Isolate X and Y.mp4 14.26MB
  202. 6 Section 5 - Multilinear Regression/Python - Model Predictions/Python - Model Predictions.mp4 5.86MB
  203. 6 Section 5 - Multilinear Regression/Python - Multilinear Regression/Python - Multilinear Regression.mp4 21.37MB
  204. 6 Section 5 - Multilinear Regression/Python - Plotting Continuous Variables/Python - Plotting Continuous Variables.mp4 22.03MB
  205. 6 Section 5 - Multilinear Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 26.78MB
  206. 6 Section 5 - Multilinear Regression/Python - Summary Statistics/Python - Summary Statistics.mp4 9.55MB
  207. 6 Section 5 - Multilinear Regression/Python - Train and Test Split/Python - Train and Test Split.mp4 8.26MB
  208. 6 Section 5 - Multilinear Regression/The Concept of Multilinear Regression/The Concept of Multilinear Regression.mp4 2.90MB
  209. 6 Section 5 - Multilinear Regression/Training and Test Set/Training and Test Set.mp4 1.71MB
  210. 6 Section 5 - Multilinear Regression/Under and Over Fitting/Under and Over Fitting.mp4 2.80MB
  211. 7 Section 6 - Logistic Regression/CASE STUDY - Spam Emails (Briefing)/CASE STUDY - Spam Emails (Briefing).mp4 2.62MB
  212. 7 Section 6 - Logistic Regression/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 26.05MB
  213. 7 Section 6 - Logistic Regression/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 66.38MB
  214. 7 Section 6 - Logistic Regression/Confusion Matrix/Confusion Matrix.mp4 15.22MB
  215. 7 Section 6 - Logistic Regression/How to Read Logistic Regression Coefficients/How to Read Logistic Regression Coefficients.mp4 6.75MB
  216. 7 Section 6 - Logistic Regression/Logistic Regression - Game Plan/Logistic Regression - Game Plan.mp4 2.88MB
  217. 7 Section 6 - Logistic Regression/Logistic Regression/Logistic Regression.mp4 8.42MB
  218. 7 Section 6 - Logistic Regression/Python - Classification Report/Python - Classification Report.mp4 15.91MB
  219. 7 Section 6 - Logistic Regression/Python - Confusion Matrix/Python - Confusion Matrix.mp4 27.38MB
  220. 7 Section 6 - Logistic Regression/Python - Correlation Matrix/Python - Correlation Matrix.mp4 11.81MB
  221. 7 Section 6 - Logistic Regression/Python - Function to Read Coefficients/Python - Function to Read Coefficients.mp4 36.33MB
  222. 7 Section 6 - Logistic Regression/Python - Histogram and Outlier Removal/Python - Histogram and Outlier Removal.mp4 44.25MB
  223. 7 Section 6 - Logistic Regression/Python - Logistic Regression/Python - Logistic Regression.mp4 15.21MB
  224. 7 Section 6 - Logistic Regression/Python - Manual Accuracy Assessment/Python - Manual Accuracy Assessment.mp4 22.74MB
  225. 7 Section 6 - Logistic Regression/Python - Predictions/Python - Predictions.mp4 15.52MB
  226. 7 Section 6 - Logistic Regression/Python - Prepare X and Y/Python - Prepare X and Y.mp4 8.81MB
  227. 7 Section 6 - Logistic Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 25.20MB
  228. 7 Section 6 - Logistic Regression/Python - Summary Statistics/Python - Summary Statistics.mp4 25.54MB
  229. 7 Section 6 - Logistic Regression/Python - Training and Test Set/Python - Training and Test Set.mp4 23.66MB
  230. 7 Section 6 - Logistic Regression/Python - Transforming Dependent Variable/Python - Transforming Dependent Variable.mp4 18.08MB
  231. 8 PART B_ ECONOMETRICS & CAUSAL INFERENCE/What are Econometrics & Causal Inference and why are they important.pdf 190.71KB
  232. 8 PART B_ ECONOMETRICS & CAUSAL INFERENCE/[CourseClub.Me].url 122B
  233. 8 PART B_ ECONOMETRICS & CAUSAL INFERENCE/[GigaCourse.Com].url 49B
  234. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Assumptions/Assumptions.mp4 5.76MB
  235. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CASE STUDY - Bitcoin Pricing (Briefing)/CASE STUDY - Bitcoin Pricing (Briefing).mp4 6.16MB
  236. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 23.75MB
  237. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 66.55MB
  238. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Causal Impact Step-by-Step/Causal Impact Step-by-Step.mp4 3.40MB
  239. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Correlation Recap and Stationarity/Correlation Recap and Stationarity.mp4 8.14MB
  240. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Difference-in-Differences Framework/Difference-in-Differences Framework.mp4 4.45MB
  241. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Google Causal Impact - Game Plan/Google Causal Impact - Game Plan.mp4 3.03MB
  242. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Interpretation of Results/Interpretation of Results.mp4 11.74MB
  243. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Bitcoin Price loading/Python - Bitcoin Price loading.mp4 19.14MB
  244. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Correlation/Python - Correlation.mp4 17.87MB
  245. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Defining Dates/Python - Defining Dates.mp4 8.59MB
  246. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Google Causal Impact Setup/Python - Google Causal Impact Setup.mp4 8.96MB
  247. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Google Causal Impact/Python - Google Causal Impact.mp4 38.33MB
  248. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Impact Results/Python - Impact Results.mp4 34.21MB
  249. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Installing and Importing Libraries/Python - Installing and Importing Libraries.mp4 11.88MB
  250. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Load Control Groups/Python - Load Control Groups.mp4 20.57MB
  251. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Preparing DataFrame/Python - Preparing DataFrame.mp4 45.96MB
  252. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Preparing for Correlation Matrix/Python - Preparing for Correlation Matrix.mp4 15.63MB
  253. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Stationarity/Python - Stationarity.mp4 46.41MB
  254. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Time Series Data/Time Series Data.mp4 2.91MB
  255. 9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Why Econometrics and Causal Inference/Why Econometrics and Causal Inference.mp4 11.16MB
  256. [CourseClub.Me].url 122B
  257. [GigaCourse.Com].url 49B