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[] Udemy - Data Science A-Z™: Hands-On Exercises & ChatGPT Bonus [2023]

  • 收录时间:2023-10-20 18:52:27
  • 文件大小:7GB
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  • 最近下载:2023-10-20 18:52:27
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文件列表

  1. 20 - Handling errors during ETL Phases 1 & 2/136 - What do you do when your source file is corrupt Part 1.mp4 301MB
  2. 20 - Handling errors during ETL Phases 1 & 2/142 - How to analyze the error files.mp4 213MB
  3. 27 - Homework Solutions/214 - ETL Error Handling Phases 1 and 2.mp4 207MB
  4. 27 - Homework Solutions/215 - ETL Error Handling Vehicle Service Project Part 1 of 3.mp4 171MB
  5. 27 - Homework Solutions/217 - ETL Error Handling Vehicle Service Project Part 3 of 3.mp4 149MB
  6. 26 - Presenting for Data Scientists/205 - REAL Data Science Presentation Walkthrough.mp4 147MB
  7. 13 - Assessing your model/90 - How to build a CAP curve in Excel.mp4 134MB
  8. 23 - Handling errors during ETL Phase 3/182 - Upload the data to RAW table.mp4 134MB
  9. 10 - Multiple Linear Regression/65 - Backward Elimination.mp4 115MB
  10. 14 - Drawing insights from your model/102 - Deriving insights from your coefficients advanced topic.mp4 115MB
  11. 20 - Handling errors during ETL Phases 1 & 2/138 - SSIS Error Data truncation.mp4 114MB
  12. 10 - Multiple Linear Regression/67 - Interpreting coefficients of MLR.mp4 104MB
  13. 6 - Advanced Data Mining With Tableau/41 - Bonus Chi.mp4 99MB
  14. 6 - Advanced Data Mining With Tableau/40 - Visualising Balance and Estimated Salary distribution.mp4 96MB
  15. 22 - ETL Phase 3 Data Wrangling after the load/176 - Converting data on the fly.mp4 94MB
  16. 13 - Assessing your model/94 - Applying the model to test data.mp4 84MB
  17. 13 - Assessing your model/95 - Comparing training performance and test performance.mp4 83MB
  18. 10 - Multiple Linear Regression/64 - Ways to build a model BACKWARD FORWARD STEPWISE.mp4 74MB
  19. 20 - Handling errors during ETL Phases 1 & 2/137 - What do you do when your source file is corrupt Part 2.mp4 71MB
  20. 12 - Building a robust geodemographic segmentation model/81 - Lets build the model.mp4 71MB
  21. 26 - Presenting for Data Scientists/203 - Analysing the intro.mp4 68MB
  22. 20 - Handling errors during ETL Phases 1 & 2/141 - Automating Error Handling in SSIS Conditional Split Level 2.mp4 64MB
  23. 22 - ETL Phase 3 Data Wrangling after the load/174 - Create the proc for the second file.mp4 64MB
  24. 20 - Handling errors during ETL Phases 1 & 2/140 - Automating Error Handling in SSIS Conditional Split.mp4 63MB
  25. 11 - Logistic Regression/72 - Logistic regression intuition.mp4 63MB
  26. 25 - Working with people/198 - The art of saying No.mp4 63MB
  27. 12 - Building a robust geodemographic segmentation model/78 - Get the dataset.mp4 61MB
  28. 20 - Handling errors during ETL Phases 1 & 2/133 - How excel can mess up your data.mp4 60MB
  29. 5 - How to use Tableau for Data Mining/25 - Get the Dataset Project Overview.mp4 60MB
  30. 7 - Part 2 Modelling/45 - Welcome to Part 2.mp4 59MB
  31. 22 - ETL Phase 3 Data Wrangling after the load/179 - What you can do with these tables going forward drv files etc.mp4 59MB
  32. 25 - Working with people/200 - Building a data culture.mp4 59MB
  33. 20 - Handling errors during ETL Phases 1 & 2/134 - Bulletproof Blueprint for Data Wrangling before the Load.mp4 58MB
  34. 20 - Handling errors during ETL Phases 1 & 2/146 - Homework.mp4 58MB
  35. 26 - Presenting for Data Scientists/204 - Intro dissection.mp4 57MB
  36. 27 - Homework Solutions/216 - ETL Error Handling Vehicle Service Project Part 2 of 3.mp4 56MB
  37. 22 - ETL Phase 3 Data Wrangling after the load/171 - Insert INTO.mp4 56MB
  38. 25 - Working with people/197 - Go and sit with them.mp4 55MB
  39. 10 - Multiple Linear Regression/66 - Using Adjusted R.mp4 55MB
  40. 27 - Homework Solutions/218 - THANK YOU bonus video.mp4 54MB
  41. 26 - Presenting for Data Scientists/210 - Bonus my full presentation LIVE 2015.mp4 53MB
  42. 15 - Model maintenance/106 - Why do models deteriorate.mp4 51MB
  43. 14 - Drawing insights from your model/98 - Power insights from your CAP.mp4 50MB
  44. 25 - Working with people/194 - Cross.mp4 49MB
  45. 1 - Get Excited/1 - Welcome to Data Science AZ™.mp4 49MB
  46. 11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression.mp4 48MB
  47. 25 - Working with people/195 - Come to me with a Business Problem.mp4 47MB
  48. 20 - Handling errors during ETL Phases 1 & 2/143 - Due Dilligence the one thing you HAVE to do every time.mp4 45MB
  49. 23 - Handling errors during ETL Phase 3/183 - Create Stored Proc.mp4 43MB
  50. 6 - Advanced Data Mining With Tableau/42 - Bonus Chi.mp4 43MB
  51. 22 - ETL Phase 3 Data Wrangling after the load/170 - Create table.mp4 43MB
  52. 25 - Working with people/196 - Setting expectations and pre.mp4 40MB
  53. 16 - Part 3 Data Preparation/109 - Welcome to Part 3.mp4 40MB
  54. 14 - Drawing insights from your model/100 - Odds ratio advanced topic.mp4 40MB
  55. 13 - Assessing your model/92 - Get my CAP curve template.mp4 40MB
  56. 23 - Handling errors during ETL Phase 3/186 - How to deal with errors using the isdate function.mp4 39MB
  57. 23 - Handling errors during ETL Phase 3/188 - Additional Quality Assurance check ZipCode.mp4 39MB
  58. 6 - Advanced Data Mining With Tableau/38 - Chi.mp4 39MB
  59. 6 - Advanced Data Mining With Tableau/37 - Validating Tableau Data Mining with a Chi.mp4 39MB
  60. 2 - What is Data Science/8 - Profession of the future.mp4 38MB
  61. 13 - Assessing your model/89 - Cumulative Accuracy Profile CAP.mp4 38MB
  62. 11 - Logistic Regression/73 - Your first logistic regression.mp4 38MB
  63. 23 - Handling errors during ETL Phase 3/184 - How to deal with errors using the isnumeric function.mp4 37MB
  64. 23 - Handling errors during ETL Phase 3/185 - How to deal errors using the len function.mp4 37MB
  65. 26 - Presenting for Data Scientists/206 - My brainstorming method.mp4 36MB
  66. 18 - ETL Phase 1 Data Wrangling before the Load/121 - Two things you HAVE to do before the load.mp4 35MB
  67. 22 - ETL Phase 3 Data Wrangling after the load/169 - Modifying Stored Procedures.mp4 35MB
  68. 22 - ETL Phase 3 Data Wrangling after the load/175 - Adding leading zeros.mp4 33MB
  69. 26 - Presenting for Data Scientists/207 - How to present to executives.mp4 33MB
  70. 10 - Multiple Linear Regression/60 - Get the dataset.mp4 32MB
  71. 12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables.mp4 32MB
  72. 6 - Advanced Data Mining With Tableau/36 - Combining two charts and working with them in Tableau.mp4 31MB
  73. 23 - Handling errors during ETL Phase 3/190 - Part Completed.mp4 31MB
  74. 20 - Handling errors during ETL Phases 1 & 2/145 - Summary.mp4 31MB
  75. 25 - Working with people/199 - Sometimes you have to go to the top.mp4 30MB
  76. 15 - Model maintenance/105 - What does model deterioration look like.mp4 30MB
  77. 6 - Advanced Data Mining With Tableau/35 - Creating a classification test for a numeric variable.mp4 30MB
  78. 27 - Homework Solutions/213 - Advanced Data Mining with Tableau Chi.mp4 29MB
  79. 5 - How to use Tableau for Data Mining/31 - Handy trick to validate your approach data.mp4 29MB
  80. 5 - How to use Tableau for Data Mining/27 - How to visualise an AB test in Tableau.mp4 29MB
  81. 3 - Part 1 Visualisation/13 - Welcome to Part 1.mp4 28MB
  82. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/127 - Setting up your flat file source connection.mp4 28MB
  83. 2 - What is Data Science/10 - IMPORTANT Course Pathways.mp4 27MB
  84. 20 - Handling errors during ETL Phases 1 & 2/139 - Handy trick for finding anomalies in SQL.mp4 27MB
  85. 27 - Homework Solutions/212 - Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4 27MB
  86. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/128 - Setting up your database connection and creating a RAW table.mp4 26MB
  87. 6 - Advanced Data Mining With Tableau/34 - Creating bins & Visualizing distributions.mp4 26MB
  88. 20 - Handling errors during ETL Phases 1 & 2/135 - SSIS Error Text qualifier not specified.mp4 26MB
  89. 24 - Part 4 Communication/192 - Welcome to Part 4.mp4 25MB
  90. 13 - Assessing your model/91 - Assessing your model using the CAP curve.mp4 24MB
  91. 22 - ETL Phase 3 Data Wrangling after the load/177 - How to create a proc template.mp4 24MB
  92. 2 - What is Data Science/9 - Areas of Data Science.mp4 24MB
  93. 17 - Business Intelligence BI Tools/114 - Important Practice Database.mp4 23MB
  94. 10 - Multiple Linear Regression/63 - Understanding the P.mp4 23MB
  95. 4 - Introduction to Tableau/21 - Adding labels and formatting.mp4 22MB
  96. 26 - Presenting for Data Scientists/202 - Case study.mp4 22MB
  97. 21 - SQL Programming for Data Science/159 - Working with NULLs.mp4 22MB
  98. 12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition.mp4 21MB
  99. 21 - SQL Programming for Data Science/163 - Practicing Joins.mp4 21MB
  100. 10 - Multiple Linear Regression/61 - Dummy Variables.mp4 21MB
  101. 5 - How to use Tableau for Data Mining/30 - Looking for anomalies.mp4 21MB
  102. 12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF.mp4 21MB
  103. 21 - SQL Programming for Data Science/162 - Joining on multiple fields.mp4 20MB
  104. 12 - Building a robust geodemographic segmentation model/80 - Lets build the model.mp4 19MB
  105. 8 - Stats Refresher/51 - Adjusted R.mp4 19MB
  106. 22 - ETL Phase 3 Data Wrangling after the load/178 - Archiving Procs.mp4 19MB
  107. 17 - Business Intelligence BI Tools/113 - Setting up Microsoft SQL Server 2014 for practice.mp4 19MB
  108. 21 - SQL Programming for Data Science/151 - SELECT Statement.mp4 19MB
  109. 23 - Handling errors during ETL Phase 3/191 - ETL Error Handling Vehicle Service Project.mp4 19MB
  110. 22 - ETL Phase 3 Data Wrangling after the load/172 - Check if table exists drop table Truncate.mp4 18MB
  111. 21 - SQL Programming for Data Science/152 - Using the WHERE clause to filter data.mp4 18MB
  112. 21 - SQL Programming for Data Science/155 - Order By.mp4 18MB
  113. 11 - Logistic Regression/69 - Intro what you will learn in this section.mp4 18MB
  114. 11 - Logistic Regression/71 - Binary outcome YesNo.mp4 18MB
  115. 9 - Simple Linear Regression/54 - Get the dataset.mp4 18MB
  116. 23 - Handling errors during ETL Phase 3/187 - Additional Quality Assurance check Balance.mp4 18MB
  117. 9 - Simple Linear Regression/53 - Introduction to Gretl.mp4 17MB
  118. 12 - Building a robust geodemographic segmentation model/86 - Model is Ready and Section Recap.mp4 17MB
  119. 26 - Presenting for Data Scientists/208 - The truth is not always pretty.mp4 17MB
  120. 4 - Introduction to Tableau/16 - Challenge description view data in file.mp4 16MB
  121. 11 - Logistic Regression/74 - False Positives and False Negatives.mp4 16MB
  122. 12 - Building a robust geodemographic segmentation model/83 - Creating derived variables.mp4 16MB
  123. 12 - Building a robust geodemographic segmentation model/79 - What is geo.mp4 16MB
  124. 9 - Simple Linear Regression/56 - Reading Linear Regression Output.mp4 16MB
  125. 21 - SQL Programming for Data Science/157 - Implicit Data Conversion in SQL.mp4 15MB
  126. 4 - Introduction to Tableau/18 - Navigating Tableau.mp4 15MB
  127. 23 - Handling errors during ETL Phase 3/189 - Additional Quality Assurance check Birthday.mp4 15MB
  128. 4 - Introduction to Tableau/20 - Adding colours.mp4 14MB
  129. 15 - Model maintenance/107 - Three levels of maintenance for deployed models.mp4 14MB
  130. 21 - SQL Programming for Data Science/153 - How to use Wildcards Regular Expressions in SQL and.mp4 14MB
  131. 17 - Business Intelligence BI Tools/117 - Installing SSDT with MSVS Shell.mp4 14MB
  132. 8 - Stats Refresher/48 - Types of regressions.mp4 14MB
  133. 4 - Introduction to Tableau/22 - Exporting your worksheet.mp4 14MB
  134. 4 - Introduction to Tableau/15 - Installing Tableau Desktop and Tableau Public FREE.mp4 14MB
  135. 5 - How to use Tableau for Data Mining/29 - Adding a Reference Line.mp4 13MB
  136. 14 - Drawing insights from your model/101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic.mp4 13MB
  137. 26 - Presenting for Data Scientists/209 - Passion and the Wow.mp4 12MB
  138. 21 - SQL Programming for Data Science/160 - Understanding how LEFT RIGHT INNER and OUTER joins work.mp4 12MB
  139. 21 - SQL Programming for Data Science/158 - Using Cast vs Convert.mp4 12MB
  140. 21 - SQL Programming for Data Science/150 - Shortcut to upload the data.mp4 12MB
  141. 4 - Introduction to Tableau/19 - Creating a calculated field.mp4 12MB
  142. 6 - Advanced Data Mining With Tableau/43 - Section Recap.mp4 11MB
  143. 4 - Introduction to Tableau/17 - Connecting Tableau to a Data file.mp4 11MB
  144. 21 - SQL Programming for Data Science/156 - Data Types in SQL.mp4 11MB
  145. 9 - Simple Linear Regression/57 - Plotting and analysing the graph.mp4 11MB
  146. 22 - ETL Phase 3 Data Wrangling after the load/167 - Create your first Stored Proc in SQL.mp4 11MB
  147. 22 - ETL Phase 3 Data Wrangling after the load/164 - Intro what you will learn in this section.mp4 11MB
  148. 5 - How to use Tableau for Data Mining/26 - Connecting Tableau to an Excel File.mp4 11MB
  149. 5 - How to use Tableau for Data Mining/28 - Working with Aliases.mp4 10MB
  150. 26 - Presenting for Data Scientists/201 - Intro what you will learn in this section.mp4 10MB
  151. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/129 - Run the Upload & Disable.mp4 10MB
  152. 23 - Handling errors during ETL Phase 3/180 - Intro what you will learn in this section.mp4 10MB
  153. 22 - ETL Phase 3 Data Wrangling after the load/165 - RAW WRK DRV tables.mp4 10MB
  154. 5 - How to use Tableau for Data Mining/32 - Section Recap.mp4 10MB
  155. 11 - Logistic Regression/70 - Get the dataset.mp4 10MB
  156. 8 - Stats Refresher/47 - Types of variables Categorical vs Numeric.mp4 10MB
  157. 10 - Multiple Linear Regression/68 - Section Recap.mp4 9MB
  158. 18 - ETL Phase 1 Data Wrangling before the Load/118 - Intro what you will learn in this section.mp4 9MB
  159. 14 - Drawing insights from your model/99 - Coefficients of a Logistic Regression.mp4 9MB
  160. 9 - Simple Linear Regression/55 - Import data and run descriptive statistics.mp4 9MB
  161. 13 - Assessing your model/93 - How to use test data to prevent overfitting your model.mp4 9MB
  162. 5 - How to use Tableau for Data Mining/24 - Intro what you will learn in this section.mp4 8MB
  163. 22 - ETL Phase 3 Data Wrangling after the load/168 - Executing Stored Procedures.mp4 8MB
  164. 17 - Business Intelligence BI Tools/112 - What is a Data Warehouse What is a Database.mp4 8MB
  165. 11 - Logistic Regression/75 - Confusion Matrix.mp4 8MB
  166. 10 - Multiple Linear Regression/58 - Intro what you will learn in this section.mp4 7MB
  167. 10 - Multiple Linear Regression/62 - Dummy Variable Trap.mp4 7MB
  168. 13 - Assessing your model/96 - Section Recap.mp4 7MB
  169. 4 - Introduction to Tableau/23 - Section Recap.mp4 7MB
  170. 22 - ETL Phase 3 Data Wrangling after the load/173 - Intermediate Recap.mp4 7MB
  171. 21 - SQL Programming for Data Science/154 - Comments in SQL.mp4 7MB
  172. 8 - Stats Refresher/50 - Rsquared.mp4 7MB
  173. 17 - Business Intelligence BI Tools/116 - Microsoft BI Tools What is SSDT.mp4 7MB
  174. 8 - Stats Refresher/49 - Ordinary Least Squares.mp4 6MB
  175. 14 - Drawing insights from your model/103 - Section Recap.mp4 6MB
  176. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/130 - Due Dilligence Upload Quality Assurance.mp4 6MB
  177. 20 - Handling errors during ETL Phases 1 & 2/144 - Types of Errors in SSIS.mp4 6MB
  178. 21 - SQL Programming for Data Science/147 - Intro what you will learn in this section.mp4 6MB
  179. 18 - ETL Phase 1 Data Wrangling before the Load/123 - Editpad Lite.mp4 5MB
  180. 21 - SQL Programming for Data Science/149 - Getting To Know MS SQL Management Studio.mp4 5MB
  181. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/126 - Creating a flat file source task and OLE DB destination.mp4 5MB
  182. 21 - SQL Programming for Data Science/161 - Joins with duplicate values.mp4 5MB
  183. 4 - Introduction to Tableau/14 - Intro what you will learn in this section.mp4 5MB
  184. 20 - Handling errors during ETL Phases 1 & 2/131 - Intro what you will learn in this section.mp4 5MB
  185. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/124 - Intro what you will learn in this section.mp4 5MB
  186. 12 - Building a robust geodemographic segmentation model/77 - Intro what you will learn in this section.mp4 5MB
  187. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/125 - Starting and navigating an SSIS Project.mp4 5MB
  188. 25 - Working with people/193 - Intro what you will learn in this section.mp4 4MB
  189. 18 - ETL Phase 1 Data Wrangling before the Load/119 - Preparing your folder structure for your Data Science project.mp4 4MB
  190. 6 - Advanced Data Mining With Tableau/33 - Intro what you will learn in this section.mp4 4MB
  191. 2 - What is Data Science/6 - Intro what you will learn in this section.mp4 4MB
  192. 13 - Assessing your model/88 - Accuracy paradox.mp4 4MB
  193. 17 - Business Intelligence BI Tools/111 - Working with Data.mp4 4MB
  194. 9 - Simple Linear Regression/52 - Intro what you will learn in this section.mp4 4MB
  195. 2 - What is Data Science/7 - Updates on Udemy Reviews.mp4 3MB
  196. 22 - ETL Phase 3 Data Wrangling after the load/166 - Download the dataset for this section.mp4 3MB
  197. 17 - Business Intelligence BI Tools/115 - ETL for Data Science.mp4 3MB
  198. 10 - Multiple Linear Regression/59 - Caveat assumptions of a linear regression.mp4 3MB
  199. 18 - ETL Phase 1 Data Wrangling before the Load/120 - Download the dataset for this section.mp4 3MB
  200. 18 - ETL Phase 1 Data Wrangling before the Load/122 - Notepad.mp4 3MB
  201. 15 - Model maintenance/108 - Section Recap.mp4 3MB
  202. 13 - Assessing your model/87 - Intro what you will learn in this section.mp4 3MB
  203. 15 - Model maintenance/104 - Intro what you will learn in this section.mp4 3MB
  204. 14 - Drawing insights from your model/97 - Intro what you will learn in this section.mp4 3MB
  205. 6 - Advanced Data Mining With Tableau/44 - Part Completed.mp4 3MB
  206. 8 - Stats Refresher/46 - Intro what you will learn in this section.mp4 2MB
  207. 20 - Handling errors during ETL Phases 1 & 2/132 - Download the dataset for this section.mp4 2MB
  208. 17 - Business Intelligence BI Tools/110 - Intro what you will learn in this section.mp4 2MB
  209. 23 - Handling errors during ETL Phase 3/181 - Download the dataset for this section.mp4 2MB
  210. 21 - SQL Programming for Data Science/148 - Download the dataset for this section.mp4 1MB
  211. 6 - Advanced Data Mining With Tableau/41 - Bonus Chi English.vtt 25KB
  212. 27 - Homework Solutions/214 - ETL Error Handling Phases 1 and 2 English.vtt 25KB
  213. 20 - Handling errors during ETL Phases 1 & 2/136 - What do you do when your source file is corrupt Part 1 English.vtt 25KB
  214. 26 - Presenting for Data Scientists/205 - REAL Data Science Presentation Walkthrough English.vtt 25KB
  215. 20 - Handling errors during ETL Phases 1 & 2/145 - Summary English.vtt 24KB
  216. 11 - Logistic Regression/72 - Logistic regression intuition English.vtt 23KB
  217. 15 - Model maintenance/106 - Why do models deteriorate English.vtt 22KB
  218. 10 - Multiple Linear Regression/65 - Backward Elimination English.vtt 22KB
  219. 20 - Handling errors during ETL Phases 1 & 2/142 - How to analyze the error files English.vtt 21KB
  220. 26 - Presenting for Data Scientists/210 - Bonus my full presentation LIVE 2015 English.vtt 21KB
  221. 27 - Homework Solutions/215 - ETL Error Handling Vehicle Service Project Part 1 of 3 English.vtt 21KB
  222. 10 - Multiple Linear Regression/64 - Ways to build a model BACKWARD FORWARD STEPWISE English.vtt 20KB
  223. 20 - Handling errors during ETL Phases 1 & 2/138 - SSIS Error Data truncation English.vtt 20KB
  224. 13 - Assessing your model/90 - How to build a CAP curve in Excel English.vtt 19KB
  225. 14 - Drawing insights from your model/98 - Power insights from your CAP English.vtt 19KB
  226. 14 - Drawing insights from your model/102 - Deriving insights from your coefficients advanced topic English.vtt 18KB
  227. 22 - ETL Phase 3 Data Wrangling after the load/179 - What you can do with these tables going forward drv files etc English.vtt 17KB
  228. 10 - Multiple Linear Regression/67 - Interpreting coefficients of MLR English.vtt 17KB
  229. 10 - Multiple Linear Regression/63 - Understanding the P English.vtt 17KB
  230. 27 - Homework Solutions/217 - ETL Error Handling Vehicle Service Project Part 3 of 3 English.vtt 16KB
  231. 6 - Advanced Data Mining With Tableau/40 - Visualising Balance and Estimated Salary distribution English.vtt 15KB
  232. 12 - Building a robust geodemographic segmentation model/81 - Lets build the model English.vtt 15KB
  233. 26 - Presenting for Data Scientists/204 - Intro dissection English.vtt 15KB
  234. 13 - Assessing your model/89 - Cumulative Accuracy Profile CAP English.vtt 15KB
  235. 13 - Assessing your model/95 - Comparing training performance and test performance English.vtt 14KB
  236. 22 - ETL Phase 3 Data Wrangling after the load/174 - Create the proc for the second file English.vtt 14KB
  237. 23 - Handling errors during ETL Phase 3/182 - Upload the data to RAW table English.vtt 14KB
  238. 4 - Introduction to Tableau/21 - Adding labels and formatting English.vtt 14KB
  239. 6 - Advanced Data Mining With Tableau/37 - Validating Tableau Data Mining with a Chi English.vtt 13KB
  240. 10 - Multiple Linear Regression/66 - Using Adjusted R English.vtt 13KB
  241. 12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables English.vtt 13KB
  242. 8 - Stats Refresher/51 - Adjusted R English.vtt 13KB
  243. 27 - Homework Solutions/216 - ETL Error Handling Vehicle Service Project Part 2 of 3 English.vtt 13KB
  244. 6 - Advanced Data Mining With Tableau/42 - Bonus Chi English.vtt 13KB
  245. 22 - ETL Phase 3 Data Wrangling after the load/176 - Converting data on the fly English.vtt 13KB
  246. 23 - Handling errors during ETL Phase 3/190 - Part Completed English.vtt 12KB
  247. 6 - Advanced Data Mining With Tableau/34 - Creating bins & Visualizing distributions English.vtt 12KB
  248. 11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression English.vtt 12KB
  249. 22 - ETL Phase 3 Data Wrangling after the load/170 - Create table English.vtt 12KB
  250. 6 - Advanced Data Mining With Tableau/36 - Combining two charts and working with them in Tableau English.vtt 12KB
  251. 5 - How to use Tableau for Data Mining/31 - Handy trick to validate your approach data English.vtt 12KB
  252. 17 - Business Intelligence BI Tools/114 - Important Practice Database English.vtt 12KB
  253. 11 - Logistic Regression/71 - Binary outcome YesNo English.vtt 12KB
  254. 5 - How to use Tableau for Data Mining/30 - Looking for anomalies English.vtt 12KB
  255. 14 - Drawing insights from your model/100 - Odds ratio advanced topic English.vtt 12KB
  256. 20 - Handling errors during ETL Phases 1 & 2/141 - Automating Error Handling in SSIS Conditional Split Level 2 English.vtt 11KB
  257. 22 - ETL Phase 3 Data Wrangling after the load/169 - Modifying Stored Procedures English.vtt 11KB
  258. 15 - Model maintenance/107 - Three levels of maintenance for deployed models English.vtt 11KB
  259. 12 - Building a robust geodemographic segmentation model/80 - Lets build the model English.vtt 11KB
  260. 10 - Multiple Linear Regression/61 - Dummy Variables English.vtt 11KB
  261. 8 - Stats Refresher/48 - Types of regressions English.vtt 11KB
  262. 4 - Introduction to Tableau/18 - Navigating Tableau English.vtt 11KB
  263. 6 - Advanced Data Mining With Tableau/38 - Chi English.vtt 11KB
  264. 20 - Handling errors during ETL Phases 1 & 2/140 - Automating Error Handling in SSIS Conditional Split English.vtt 11KB
  265. 11 - Logistic Regression/74 - False Positives and False Negatives English.vtt 10KB
  266. 11 - Logistic Regression/73 - Your first logistic regression English.vtt 10KB
  267. 12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition English.vtt 10KB
  268. 12 - Building a robust geodemographic segmentation model/78 - Get the dataset English.vtt 10KB
  269. 5 - How to use Tableau for Data Mining/25 - Get the Dataset Project Overview English.vtt 10KB
  270. 12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF English.vtt 10KB
  271. 23 - Handling errors during ETL Phase 3/191 - ETL Error Handling Vehicle Service Project English.vtt 10KB
  272. 21 - SQL Programming for Data Science/156 - Data Types in SQL English.vtt 10KB
  273. 23 - Handling errors during ETL Phase 3/184 - How to deal with errors using the isnumeric function English.vtt 10KB
  274. 4 - Introduction to Tableau/20 - Adding colours English.vtt 10KB
  275. 23 - Handling errors during ETL Phase 3/185 - How to deal errors using the len function English.vtt 10KB
  276. 22 - ETL Phase 3 Data Wrangling after the load/175 - Adding leading zeros English.vtt 10KB
  277. 14 - Drawing insights from your model/101 - Odds Ratio vs Coefficients in a Logistic Regression advanced topic English.vtt 9KB
  278. 2 - What is Data Science/8 - Profession of the future English.vtt 9KB
  279. 13 - Assessing your model/91 - Assessing your model using the CAP curve English.vtt 9KB
  280. 13 - Assessing your model/94 - Applying the model to test data English.vtt 9KB
  281. 20 - Handling errors during ETL Phases 1 & 2/135 - SSIS Error Text qualifier not specified English.vtt 9KB
  282. 22 - ETL Phase 3 Data Wrangling after the load/177 - How to create a proc template English.vtt 9KB
  283. 20 - Handling errors during ETL Phases 1 & 2/134 - Bulletproof Blueprint for Data Wrangling before the Load English.vtt 9KB
  284. 23 - Handling errors during ETL Phase 3/186 - How to deal with errors using the isdate function English.vtt 9KB
  285. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/128 - Setting up your database connection and creating a RAW table English.vtt 9KB
  286. 9 - Simple Linear Regression/56 - Reading Linear Regression Output English.vtt 9KB
  287. 21 - SQL Programming for Data Science/160 - Understanding how LEFT RIGHT INNER and OUTER joins work English.vtt 9KB
  288. 2 - What is Data Science/9 - Areas of Data Science English.vtt 9KB
  289. 13 - Assessing your model/92 - Get my CAP curve template English.vtt 8KB
  290. 5 - How to use Tableau for Data Mining/27 - How to visualise an AB test in Tableau English.vtt 8KB
  291. 26 - Presenting for Data Scientists/207 - How to present to executives English.vtt 8KB
  292. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/127 - Setting up your flat file source connection English.vtt 8KB
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  294. 25 - Working with people/198 - The art of saying No English.vtt 8KB
  295. 22 - ETL Phase 3 Data Wrangling after the load/172 - Check if table exists drop table Truncate English.vtt 8KB
  296. 12 - Building a robust geodemographic segmentation model/86 - Model is Ready and Section Recap English.vtt 8KB
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  298. 22 - ETL Phase 3 Data Wrangling after the load/165 - RAW WRK DRV tables English.vtt 8KB
  299. 4 - Introduction to Tableau/22 - Exporting your worksheet English.vtt 8KB
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  302. 12 - Building a robust geodemographic segmentation model/83 - Creating derived variables English.vtt 8KB
  303. 27 - Homework Solutions/212 - Advanced Data Mining with Tableau Visualising Credit Score & Tenure English.vtt 8KB
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  310. 12 - Building a robust geodemographic segmentation model/79 - What is geo English.vtt 7KB
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  314. 5 - How to use Tableau for Data Mining/29 - Adding a Reference Line English.vtt 7KB
  315. 1 - Get Excited/1 - Welcome to Data Science A English.vtt 7KB
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  320. 10 - Multiple Linear Regression/68 - Section Recap English.vtt 6KB
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  322. 18 - ETL Phase 1 Data Wrangling before the Load/121 - Two things you HAVE to do before the load English.vtt 6KB
  323. 23 - Handling errors during ETL Phase 3/183 - Create Stored Proc English.vtt 6KB
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  333. 4 - Introduction to Tableau/15 - Installing Tableau Desktop and Tableau Public FREE English.vtt 6KB
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  337. 21 - SQL Programming for Data Science/153 - How to use Wildcards Regular Expressions in SQL and English.vtt 5KB
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  341. 20 - Handling errors during ETL Phases 1 & 2/133 - How excel can mess up your data English.vtt 5KB
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  346. 23 - Handling errors during ETL Phase 3/187 - Additional Quality Assurance check Balance English.vtt 5KB
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  362. 22 - ETL Phase 3 Data Wrangling after the load/167 - Create your first Stored Proc in SQL English.vtt 4KB
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  368. 22 - ETL Phase 3 Data Wrangling after the load/168 - Executing Stored Procedures English.vtt 4KB
  369. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/129 - Run the Upload & Disable English.vtt 4KB
  370. 9 - Simple Linear Regression/53 - Introduction to Gretl English.vtt 3KB
  371. 16 - Part 3 Data Preparation/109 - Welcome to Part 3 English.vtt 3KB
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  373. 10 - Multiple Linear Regression/62 - Dummy Variable Trap English.vtt 3KB
  374. 18 - ETL Phase 1 Data Wrangling before the Load/119 - Preparing your folder structure for your Data Science project English.vtt 3KB
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  376. 4 - Introduction to Tableau/16 - Challenge description view data in file English.vtt 3KB
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  378. 26 - Presenting for Data Scientists/209 - Passion and the Wow English.vtt 3KB
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  381. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/130 - Due Dilligence Upload Quality Assurance English.vtt 3KB
  382. 21 - SQL Programming for Data Science/149 - Getting To Know MS SQL Management Studio English.vtt 3KB
  383. 19 - ETL Phase 2 Stepbystep guide to uploading data using SSIS/125 - Starting and navigating an SSIS Project English.vtt 3KB
  384. 10 - Multiple Linear Regression/59 - Caveat assumptions of a linear regression English.vtt 2KB
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  386. 3 - Part 1 Visualisation/13 - Welcome to Part 1 English.vtt 2KB
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  392. 27 - Homework Solutions/218 - THANK YOU bonus video English.vtt 2KB
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  395. 18 - ETL Phase 1 Data Wrangling before the Load/120 - Download the dataset for this section English.vtt 2KB
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  397. 22 - ETL Phase 3 Data Wrangling after the load/166 - Download the dataset for this section English.vtt 2KB
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  399. 1 - Get Excited/2 - BONUS Learning Paths.html 2KB
  400. 12 - Building a robust geodemographic segmentation model/77 - Intro what you will learn in this section English.vtt 2KB
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  407. 18 - ETL Phase 1 Data Wrangling before the Load/118 - Intro what you will learn in this section English.vtt 1KB
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  409. 20 - Handling errors during ETL Phases 1 & 2/131 - Intro what you will learn in this section English.vtt 1KB
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  414. 23 - Handling errors during ETL Phase 3/181 - Download the dataset for this section English.vtt 1KB
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  420. 9 - Simple Linear Regression/52 - Intro what you will learn in this section English.vtt 968B
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  427. 26 - Presenting for Data Scientists/211 - Bonus links to other examples of good storytelling.html 565B
  428. 6 - Advanced Data Mining With Tableau/39 - Quick Note.html 554B
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