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[ ] Udemy - Data Science in Marketing An Introduction Course 2021

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文件列表

  1. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/1. Data Science and Marketing.mp4 183MB
  2. ~Get Your Files Here !/4. Product analytics/2. Product analytics Implementation Part 1.mp4 177MB
  3. ~Get Your Files Here !/6. Customer Lifetime Value/8. Building Linear Regression Model.mp4 143MB
  4. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/5. Interpreting customer segments.mp4 136MB
  5. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/3. K-means Clustering.mp4 124MB
  6. ~Get Your Files Here !/4. Product analytics/5. Repeat customers Implementation Part 2.mp4 124MB
  7. ~Get Your Files Here !/6. Customer Lifetime Value/9. Evaluating Model Performance.mp4 122MB
  8. ~Get Your Files Here !/5. Product Recommender System/5. Item-based product recommendation Part 1.mp4 119MB
  9. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/5. Conversion rates by age.mp4 119MB
  10. ~Get Your Files Here !/6. Customer Lifetime Value/2. Data Clean-Up.mp4 114MB
  11. ~Get Your Files Here !/4. Product analytics/4. Repeat customers Implementation.mp4 114MB
  12. ~Get Your Files Here !/3. From engagement to conversion/9. Building decision trees.mp4 112MB
  13. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/2. Data Cleanup.mp4 109MB
  14. ~Get Your Files Here !/6. Customer Lifetime Value/5. Data preparation Part 1.mp4 108MB
  15. ~Get Your Files Here !/1. Introduction/8. Creating and Modifying Test Dataframes.mp4 105MB
  16. ~Get Your Files Here !/4. Product analytics/3. Product analytics Implementation Part 2.mp4 100MB
  17. ~Get Your Files Here !/5. Product Recommender System/2. Data Preperation.mp4 99MB
  18. ~Get Your Files Here !/4. Product analytics/6. Trending Items over time.mp4 96MB
  19. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/2. Introduction to Key Performance Indicators and Visualizations.mp4 93MB
  20. ~Get Your Files Here !/6. Customer Lifetime Value/1. Introduction.mp4 92MB
  21. ~Get Your Files Here !/1. Introduction/4. Introduction to Data Models and Structured Data.mp4 89MB
  22. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/6. Conversion vs non-conversion.mp4 88MB
  23. ~Get Your Files Here !/1. Introduction/7. Identifying Semi-Structured and Unstructured Data.mp4 86MB
  24. ~Get Your Files Here !/6. Customer Lifetime Value/4. Data Analysis Part 2.mp4 85MB
  25. ~Get Your Files Here !/3. From engagement to conversion/5. Bank balances by conversions and Conversion rates by number of contacts.mp4 85MB
  26. ~Get Your Files Here !/3. From engagement to conversion/2. Decision trees and interpretations.mp4 79MB
  27. ~Get Your Files Here !/5. Product Recommender System/3. Building a customer-item matrix.mp4 77MB
  28. ~Get Your Files Here !/5. Product Recommender System/1. Introduction.mp4 75MB
  29. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/1. Introduction.mp4 74MB
  30. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/4. Selecting the best number of clusters.mp4 71MB
  31. ~Get Your Files Here !/6. Customer Lifetime Value/3. Data Analysis Part 1.mp4 70MB
  32. ~Get Your Files Here !/3. From engagement to conversion/8. Encoding marital and the housing and loan variables.mp4 67MB
  33. ~Get Your Files Here !/3. From engagement to conversion/3. Conversion rates by job.mp4 67MB
  34. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/7. Conversions by age and marital status.mp4 64MB
  35. ~Get Your Files Here !/3. From engagement to conversion/1. Introduction.mp4 64MB
  36. ~Get Your Files Here !/4. Product analytics/1. Introduction.mp4 63MB
  37. ~Get Your Files Here !/6. Customer Lifetime Value/6. Data preparation Part 2.mp4 63MB
  38. ~Get Your Files Here !/1. Introduction/5. Introduction to Pandas.mp4 61MB
  39. ~Get Your Files Here !/1. Introduction/9. Combining DataFrame and Handling Missing Values.mp4 59MB
  40. ~Get Your Files Here !/1. Introduction/10. Applying Data Transformation.mp4 56MB
  41. ~Get Your Files Here !/4. Product analytics/7. Trending Items over time Implementation.mp4 56MB
  42. ~Get Your Files Here !/3. From engagement to conversion/7. Encoding Jobs.mp4 56MB
  43. ~Get Your Files Here !/3. From engagement to conversion/4. Default Rates by Conversions.mp4 54MB
  44. ~Get Your Files Here !/5. Product Recommender System/6. Item-based product recommendation Part 2.mp4 53MB
  45. ~Get Your Files Here !/3. From engagement to conversion/10. Interpreting Decision Tree.mp4 49MB
  46. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/3. Computing and visualizing KPIs.mp4 46MB
  47. ~Get Your Files Here !/3. From engagement to conversion/6. Encoding Months.mp4 44MB
  48. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/4. Aggregate conversion rate.mp4 40MB
  49. ~Get Your Files Here !/1. Introduction/6. Importing JSON Files into pandas.mp4 39MB
  50. ~Get Your Files Here !/6. Customer Lifetime Value/7. Data preparation Part 3.mp4 30MB
  51. ~Get Your Files Here !/4. Product analytics/8. Analysing Results.mp4 30MB
  52. ~Get Your Files Here !/5. Product Recommender System/4. Collaborative Filtering.mp4 25MB
  53. ~Get Your Files Here !/8. Thank you/1. Thank you.mp4 23MB
  54. ~Get Your Files Here !/4. Product analytics/2.1 Online Retail.xlsx 23MB
  55. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/8. Summary of the section.mp4 17MB
  56. ~Get Your Files Here !/3. From engagement to conversion/11. Summary of the project.mp4 16MB
  57. ~Get Your Files Here !/1. Introduction/1. Course structure.mp4 12MB
  58. ~Get Your Files Here !/1. Introduction/Marketing_Course_With_Data_Science_Part1/sales.xlsx 11MB
  59. ~Get Your Files Here !/1. Introduction/2. How To Make The Most Out Of This Course.mp4 8MB
  60. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/3.1 bank-additional-full.csv 6MB
  61. ~Get Your Files Here !/1. Introduction/3. Important note on tool.mp4 5MB
  62. ~Get Your Files Here !/3. From engagement to conversion/bank-full.csv 4MB
  63. ~Get Your Files Here !/3. From engagement to conversion/bank.csv 451KB
  64. ~Get Your Files Here !/4. Product analytics/5.1 Product_Analytics_Implementation.ipynb 255KB
  65. ~Get Your Files Here !/4. Product analytics/6.1 Product_Analytics_Implementation.ipynb 255KB
  66. ~Get Your Files Here !/3. From engagement to conversion/9.1 From_Engagement_to_Conversions (7).ipynb 241KB
  67. ~Get Your Files Here !/3. From engagement to conversion/8.1 From_Engagement_to_Conversions (6).ipynb 191KB
  68. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/7.1 Computing_and_visualizing_KPIs (3).ipynb 183KB
  69. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/5.1 Data_Driven_Customer_Segmentation (3).ipynb 183KB
  70. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/4.1 Data_Driven_Customer_Segmentation (2).ipynb 169KB
  71. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/3.1 Data_Driven_Customer_Segmentation (1).ipynb 167KB
  72. ~Get Your Files Here !/3. From engagement to conversion/7.1 From_Engagement_to_Conversions (5).ipynb 165KB
  73. ~Get Your Files Here !/5. Product Recommender System/6.1 Product_Recommendation_System (5).ipynb 162KB
  74. ~Get Your Files Here !/5. Product Recommender System/4.1 Product_Recommendation_System (3).ipynb 157KB
  75. ~Get Your Files Here !/5. Product Recommender System/5.1 Product_Recommendation_System (4).ipynb 155KB
  76. ~Get Your Files Here !/6. Customer Lifetime Value/9.1 Customer_Lifetime_Value (8).ipynb 153KB
  77. ~Get Your Files Here !/3. From engagement to conversion/6.1 From_Engagement_to_Conversions (4).ipynb 148KB
  78. ~Get Your Files Here !/3. From engagement to conversion/5.1 From_Engagement_to_Conversions (3).ipynb 144KB
  79. ~Get Your Files Here !/4. Product analytics/3.1 Product_Analytics_Implementation.ipynb 140KB
  80. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/6.1 Computing_and_visualizing_KPIs (2).ipynb 132KB
  81. ~Get Your Files Here !/6. Customer Lifetime Value/8.1 Customer_Lifetime_Value (7).ipynb 107KB
  82. ~Get Your Files Here !/5. Product Recommender System/3.1 Product_Recommendation_System (1).ipynb 105KB
  83. ~Get Your Files Here !/6. Customer Lifetime Value/7.1 Customer_Lifetime_Value (6).ipynb 96KB
  84. ~Get Your Files Here !/6. Customer Lifetime Value/6.1 Customer_Lifetime_Value (4).ipynb 89KB
  85. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/5.1 Computing_and_visualizing_KPIs (1).ipynb 83KB
  86. ~Get Your Files Here !/6. Customer Lifetime Value/5.1 Customer_Lifetime_Value (3).ipynb 74KB
  87. ~Get Your Files Here !/3. From engagement to conversion/4.1 From_Engagement_to_Conversions (2).ipynb 71KB
  88. ~Get Your Files Here !/6. Customer Lifetime Value/4.1 Customer_Lifetime_Value (2).ipynb 61KB
  89. ~Get Your Files Here !/3. From engagement to conversion/3.1 From_Engagement_to_Conversions (1).ipynb 41KB
  90. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/2.1 Data_Driven_Customer_Segmentation.ipynb 30KB
  91. ~Get Your Files Here !/1. Introduction/8.1 Creating_and_modifying_Test_dataframes.ipynb 29KB
  92. ~Get Your Files Here !/6. Customer Lifetime Value/3.1 Customer_Lifetime_Value (1).ipynb 29KB
  93. ~Get Your Files Here !/1. Introduction/7.1 Identifying_Semi_Structured_and_Unstructured_Data.ipynb 24KB
  94. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/1. Data Science and Marketing.srt 21KB
  95. ~Get Your Files Here !/6. Customer Lifetime Value/2.1 Customer_Lifetime_Value.ipynb 18KB
  96. ~Get Your Files Here !/4. Product analytics/2. Product analytics Implementation Part 1.srt 17KB
  97. ~Get Your Files Here !/1. Introduction/10.1 Applying_Data_Transformation.ipynb 17KB
  98. ~Get Your Files Here !/5. Product Recommender System/2.1 Product_Recommendation_System.ipynb 17KB
  99. ~Get Your Files Here !/3. From engagement to conversion/2.2 From_Engagement_to_Conversions.ipynb 16KB
  100. ~Get Your Files Here !/1. Introduction/6.1 Importing_JSON_Files_into_pandas.ipynb 15KB
  101. ~Get Your Files Here !/1. Introduction/9.1 Combining_DataFrames_and_Handling_Missing_Values.ipynb 13KB
  102. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/4.1 Computing_and_visualizing_KPIs.ipynb 13KB
  103. ~Get Your Files Here !/4. Product analytics/5. Repeat customers Implementation Part 2.srt 12KB
  104. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/2. Introduction to Key Performance Indicators and Visualizations.srt 12KB
  105. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/5. Conversion rates by age.srt 12KB
  106. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/3. K-means Clustering.srt 12KB
  107. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/2. Data Cleanup.srt 11KB
  108. ~Get Your Files Here !/6. Customer Lifetime Value/1. Introduction.srt 11KB
  109. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/5. Interpreting customer segments.srt 11KB
  110. ~Get Your Files Here !/6. Customer Lifetime Value/2. Data Clean-Up.srt 11KB
  111. ~Get Your Files Here !/6. Customer Lifetime Value/8. Building Linear Regression Model.srt 11KB
  112. ~Get Your Files Here !/5. Product Recommender System/1. Introduction.srt 11KB
  113. ~Get Your Files Here !/1. Introduction/8. Creating and Modifying Test Dataframes.srt 10KB
  114. ~Get Your Files Here !/6. Customer Lifetime Value/5. Data preparation Part 1.srt 10KB
  115. ~Get Your Files Here !/3. From engagement to conversion/9. Building decision trees.srt 10KB
  116. ~Get Your Files Here !/6. Customer Lifetime Value/9. Evaluating Model Performance.srt 10KB
  117. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/1. Introduction.srt 10KB
  118. ~Get Your Files Here !/1. Introduction/4. Introduction to Data Models and Structured Data.srt 9KB
  119. ~Get Your Files Here !/4. Product analytics/4. Repeat customers Implementation.srt 9KB
  120. ~Get Your Files Here !/5. Product Recommender System/2. Data Preperation.srt 9KB
  121. ~Get Your Files Here !/4. Product analytics/3. Product analytics Implementation Part 2.srt 9KB
  122. ~Get Your Files Here !/1. Introduction/5. Introduction to Pandas.srt 9KB
  123. ~Get Your Files Here !/3. From engagement to conversion/2. Decision trees and interpretations.srt 9KB
  124. ~Get Your Files Here !/3. From engagement to conversion/5. Bank balances by conversions and Conversion rates by number of contacts.srt 8KB
  125. ~Get Your Files Here !/1. Introduction/7. Identifying Semi-Structured and Unstructured Data.srt 8KB
  126. ~Get Your Files Here !/3. From engagement to conversion/1. Introduction.srt 8KB
  127. ~Get Your Files Here !/1. Introduction/Marketing_Course_With_Data_Science_Part1/user_info.json 8KB
  128. ~Get Your Files Here !/4. Product analytics/6. Trending Items over time.srt 8KB
  129. ~Get Your Files Here !/6. Customer Lifetime Value/4. Data Analysis Part 2.srt 8KB
  130. ~Get Your Files Here !/4. Product analytics/1. Introduction.srt 8KB
  131. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/6. Conversion vs non-conversion.srt 7KB
  132. ~Get Your Files Here !/6. Customer Lifetime Value/3. Data Analysis Part 1.srt 7KB
  133. ~Get Your Files Here !/3. From engagement to conversion/3. Conversion rates by job.srt 7KB
  134. ~Get Your Files Here !/5. Product Recommender System/3. Building a customer-item matrix.srt 7KB
  135. ~Get Your Files Here !/5. Product Recommender System/5. Item-based product recommendation Part 1.srt 7KB
  136. ~Get Your Files Here !/6. Customer Lifetime Value/6. Data preparation Part 2.srt 6KB
  137. ~Get Your Files Here !/1. Introduction/9. Combining DataFrame and Handling Missing Values.srt 6KB
  138. ~Get Your Files Here !/3. From engagement to conversion/10. Interpreting Decision Tree.srt 6KB
  139. ~Get Your Files Here !/3. From engagement to conversion/8. Encoding marital and the housing and loan variables.srt 6KB
  140. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/7. Conversions by age and marital status.srt 6KB
  141. ~Get Your Files Here !/1. Introduction/10. Applying Data Transformation.srt 6KB
  142. ~Get Your Files Here !/3. From engagement to conversion/7. Encoding Jobs.srt 6KB
  143. ~Get Your Files Here !/3. From engagement to conversion/4. Default Rates by Conversions.srt 5KB
  144. ~Get Your Files Here !/7. Data-Driven Customer Segmentation/4. Selecting the best number of clusters.srt 5KB
  145. ~Get Your Files Here !/4. Product analytics/7. Trending Items over time Implementation.srt 5KB
  146. ~Get Your Files Here !/5. Product Recommender System/6. Item-based product recommendation Part 2.srt 5KB
  147. ~Get Your Files Here !/3. From engagement to conversion/6. Encoding Months.srt 5KB
  148. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/3. Computing and visualizing KPIs.srt 4KB
  149. ~Get Your Files Here !/1. Introduction/6. Importing JSON Files into pandas.srt 4KB
  150. ~Get Your Files Here !/3. From engagement to conversion/bank-names.txt 4KB
  151. ~Get Your Files Here !/4. Product analytics/8. Analysing Results.srt 4KB
  152. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/4. Aggregate conversion rate.srt 3KB
  153. ~Get Your Files Here !/6. Customer Lifetime Value/7. Data preparation Part 3.srt 3KB
  154. ~Get Your Files Here !/3. From engagement to conversion/11. Summary of the project.srt 3KB
  155. ~Get Your Files Here !/5. Product Recommender System/4. Collaborative Filtering.srt 2KB
  156. ~Get Your Files Here !/1. Introduction/2. How To Make The Most Out Of This Course.srt 2KB
  157. ~Get Your Files Here !/2. Key Performance Indicators and Visualizations/8. Summary of the section.srt 2KB
  158. ~Get Your Files Here !/1. Introduction/3. Important note on tool.srt 2KB
  159. ~Get Your Files Here !/1. Introduction/1. Course structure.srt 2KB
  160. ~Get Your Files Here !/8. Thank you/1. Thank you.srt 2KB
  161. ~Get Your Files Here !/1. Introduction/Marketing_Course_With_Data_Science_Part1/data.csv 1KB
  162. ~Get Your Files Here !/Bonus Resources.txt 357B
  163. Get Bonus Downloads Here.url 183B