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[] Udemy - Advanced Machine Learning & Data Analysis Projects Bootcamp

  • 收录时间:2018-12-25 14:15:39
  • 文件大小:14GB
  • 下载次数:113
  • 最近下载:2020-12-20 09:21:18
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文件列表

  1. 1. Introduction to Machine Learning + Software/2.1 Project Resources - Mammoth Interactive.zip.zip 435MB
  2. 27. Manipulating DataFrames/2. Dropping rows and columns.mp4 359MB
  3. 29. Analytical Approaches to Data/4. Histogram plots in pandas.mp4 342MB
  4. 13. Object Recognition/2. Examining Code.mp4 326MB
  5. 29. Analytical Approaches to Data/3. Statistical description of data.mp4 319MB
  6. 29. Analytical Approaches to Data/2. Locating data by labels.mp4 313MB
  7. 29. Analytical Approaches to Data/1. Starting with an analysis.mp4 313MB
  8. 29. Analytical Approaches to Data/5. Starting an analysis of all our data.mp4 309MB
  9. 28. Reading and Writing Data/2. Writing to CSV.mp4 307MB
  10. 27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.mp4 300MB
  11. 17. Advanced CIFAR 100/11.1 CIFAR 100 Project Files - Mammoth Interactive.zip.zip 298MB
  12. 15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.mp4 296MB
  13. 26. Working With Data Structures/1. Creating a DataFrame.mp4 264MB
  14. 29. Analytical Approaches to Data/6. Continuing an analysis of all our data.mp4 263MB
  15. 16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.mp4 253MB
  16. 28. Reading and Writing Data/1. Reading from CSV.mp4 246MB
  17. 26. Working With Data Structures/2. Sorting and Series.mp4 243MB
  18. 26. Working With Data Structures/3. Expanding a Dataframe.mp4 238MB
  19. 16. Advanced MNIST/13.1 Project Code - Mammoth Interactive.zip.zip 227MB
  20. 12. Object Localization/2. Examining Project Code.mp4 220MB
  21. 11. Text Summarizer/2. Exploring How Model Is Built.mp4 194MB
  22. 9. Tensorflow/9. Building a Linear Regression Model.mp4 194MB
  23. 14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.mp4 183MB
  24. 16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.mp4 181MB
  25. 16. Advanced MNIST/11. Formatting Model Input.mp4 164MB
  26. 23. iOS Image Recognition/4. Converting Image to Pixel Buffer.mp4 162MB
  27. 4. App Development/2. Building Basic UI.mp4 161MB
  28. 14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.mp4 151MB
  29. 16. Advanced MNIST/9. Setting Up UI.mp4 148MB
  30. 14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.mp4 148MB
  31. 16. Advanced MNIST/12. Displaying Results and Summary.mp4 146MB
  32. 16. Advanced MNIST/8. Setting up Android Project.mp4 137MB
  33. 11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.mp4 136MB
  34. 9. Tensorflow/7. Operation nodes.mp4 133MB
  35. 16. Advanced MNIST/4. Building the Convolutional Layers.mp4 128MB
  36. 17. Advanced CIFAR 100/10. Project Summary.mp4 118MB
  37. 17. Advanced CIFAR 100/6. Setting up Android Project.mp4 116MB
  38. 2. Android Studio/2. Exploring Interface.mp4 116MB
  39. 19. Introduction to Xcode/2. Exploring XCode's Interface.mp4 116MB
  40. 9. Tensorflow/8. Loss, Optimizers, and Training.mp4 116MB
  41. 10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.mp4 115MB
  42. 20. Coding Crash Course - Swift Programming Language/2. Variable Operations.mp4 113MB
  43. 16. Advanced MNIST/7. Optimizing Saved Graph.mp4 111MB
  44. 17. Advanced CIFAR 100/7. Building User Interface.mp4 109MB
  45. 17. Advanced CIFAR 100/4. Building the Model.mp4 107MB
  46. 11. Text Summarizer/4. Exploring Training and Summarizing Code.mp4 106MB
  47. 12. Object Localization/3. Testing with a Mobile Device.mp4 106MB
  48. 17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.mp4 105MB
  49. 4. App Development/4. Implementing Backend and Tidying UI.mp4 105MB
  50. 24. iOS Tensorflow Model Importing/3. Running Inference Through Model.mp4 105MB
  51. 23. iOS Image Recognition/3. Displaying and Resizing Images.mp4 103MB
  52. 21. iOS App Development/1. Building App From Start to Finish.mp4 103MB
  53. 3. Java/12. Superclass and Subclasses.mp4 100MB
  54. 9. Tensorflow/5. Variable Nodes.mp4 99MB
  55. 3. Java/2. Variable Types.mp4 97MB
  56. 17. Advanced CIFAR 100/3. Inputting and Formatting Data.mp4 96MB
  57. 3. Java/6. If and Switch Statements.mp4 96MB
  58. 8. Python Language Basics/8. Classes and Objects.mp4 96MB
  59. 8. Python Language Basics/2. Variables Operations and Conversions.mp4 93MB
  60. 13. Object Recognition/3. Testing on Mobile Device.mp4 93MB
  61. 8. Python Language Basics/5. Control Flow If Statements.mp4 92MB
  62. 20. Coding Crash Course - Swift Programming Language/4. Control Flow.mp4 91MB
  63. 23. iOS Image Recognition/5. Project Summary.mp4 90MB
  64. 22. Introduction to CoreML/1. Introduction to CoreML.mp4 89MB
  65. 17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.mp4 87MB
  66. 17. Advanced CIFAR 100/8. Loading and Displaying Images.mp4 86MB
  67. 3. Java/11. Classes and Objects Intro.mp4 86MB
  68. 16. Advanced MNIST/10. Load and Display Digit Images.mp4 86MB
  69. 3. Java/3. Operations on Variables.mp4 85MB
  70. 20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.mp4 83MB
  71. 8. Python Language Basics/6. While and For Loops.mp4 83MB
  72. 20. Coding Crash Course - Swift Programming Language/3. Collections.mp4 82MB
  73. 10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.mp4 81MB
  74. 2. Android Studio/3. Setting up an Emulator and Running Project.mp4 80MB
  75. 8. Python Language Basics/3. Collection Types.mp4 80MB
  76. 8. Python Language Basics/4. Collections Operations.mp4 79MB
  77. 3. Java/13. Static Variables and Axis Modifiers.mp4 77MB
  78. 2. Android Studio/1. Downloading and Installing Android Studio.mp4 76MB
  79. 8. Python Language Basics/7. Functions.mp4 75MB
  80. 3. Java/5. Array and List Operations.mp4 74MB
  81. 8. Python Language Basics/1. Introduction to Variables.mp4 74MB
  82. 9. Tensorflow/6. Placeholder Nodes.mp4 73MB
  83. 20. Coding Crash Course - Swift Programming Language/1. Variables.mp4 73MB
  84. 7. Introduction/1. Downloading and Installing Pycharm and Python.mp4 72MB
  85. 11. Text Summarizer/5. Testing the Model.mp4 72MB
  86. 16. Advanced MNIST/3. Building Neuron Functions.mp4 71MB
  87. 23. iOS Image Recognition/2. Project Setup.mp4 70MB
  88. 3. Java/10. Parameters and Return Values.mp4 70MB
  89. 3. Java/9. Functions Intro.mp4 69MB
  90. 3. Java/4. Array and Lists.mp4 67MB
  91. 4. App Development/3. Connecting UI to Backend.mp4 67MB
  92. 24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.mp4 64MB
  93. 19. Introduction to Xcode/1. Downloading and Installing Xcode.mp4 61MB
  94. 3. Java/8. For Loops.mp4 60MB
  95. 3. Java/7. While Loops.mp4 58MB
  96. 7. Introduction/2. Exploring Pycharm.mp4 55MB
  97. 9. Tensorflow/4. Constant Nodes and Sessions.mp4 55MB
  98. 11. Text Summarizer/1. Introduction.mp4 54MB
  99. 20. Coding Crash Course - Swift Programming Language/5. Functions.mp4 51MB
  100. 16. Advanced MNIST/1. Project Demonstration.mp4 46MB
  101. 24. iOS Tensorflow Model Importing/4. Testing and Summary.mp4 45MB
  102. 9. Tensorflow/2. Topics List.mp4 44MB
  103. 12. Object Localization/1. Introductions.mp4 43MB
  104. 23. iOS Image Recognition/1. Project Demonstration.mp4 42MB
  105. 17. Advanced CIFAR 100/1. Project Demo.mp4 41MB
  106. 9. Tensorflow/1. Project Demo.mp4 40MB
  107. 9. Tensorflow/3. Importing Tensorflow to Pycharm.mp4 39MB
  108. 24. iOS Tensorflow Model Importing/1. Project Introduction.mp4 37MB
  109. 25. Starting Projects in Pandas/2. Setting up Pandas.mp4 37MB
  110. 13. Object Recognition/1. Introduction.mp4 34MB
  111. 14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.mp4 31MB
  112. 17. Advanced CIFAR 100/2. Project Overview.mp4 29MB
  113. 16. Advanced MNIST/2. Project Overview.mp4 29MB
  114. 3. Java/1. Intro to Language Basics.mp4 27MB
  115. 23. iOS Image Recognition/6.1 Project Code - Mammoth Interactive.zip.zip 22MB
  116. 4. App Development/1. Intro To Android App Development.mp4 21MB
  117. 1. Introduction to Machine Learning + Software/1. Projects Overview.mp4 18MB
  118. 6. Pycharm/1. Project Overview.mp4 17MB
  119. 11. Text Summarizer/6.1 Text_Summarizer_Pycharm.zip.zip 17MB
  120. 18. Introduction to iOS/1. Introduction to iOS.mp4 17MB
  121. 14. Introduction to Tensorboard/5.1 Project Code - Mammoth Interactive.zip.zip 11MB
  122. 6. Pycharm/2.1 Pycharm Source Files - Mammoth Interactive.zip.zip 1MB
  123. 24. iOS Tensorflow Model Importing/5.1 iOS Tensorflow Project Code - Mammoth Interactive.zip.zip 43KB
  124. 21. iOS App Development/2.1 Project Files - Mammoth Interactive.zip.zip 37KB
  125. 13. Object Recognition/2. Examining Code.vtt 31KB
  126. 27. Manipulating DataFrames/2. Dropping rows and columns.vtt 28KB
  127. 26. Working With Data Structures/1. Creating a DataFrame.vtt 27KB
  128. 29. Analytical Approaches to Data/4. Histogram plots in pandas.vtt 27KB
  129. 27. Manipulating DataFrames/1. Getting Values and dealing with NaN Values.vtt 26KB
  130. 9. Tensorflow/9. Building a Linear Regression Model.vtt 26KB
  131. 29. Analytical Approaches to Data/1. Starting with an analysis.vtt 26KB
  132. 29. Analytical Approaches to Data/2. Locating data by labels.vtt 26KB
  133. 15. Advanced Machine Learning Concepts/1. Introduction to Upcoming Projects.vtt 26KB
  134. 28. Reading and Writing Data/1. Reading from CSV.vtt 26KB
  135. 29. Analytical Approaches to Data/5. Starting an analysis of all our data.vtt 25KB
  136. 28. Reading and Writing Data/2. Writing to CSV.vtt 25KB
  137. 16. Advanced MNIST/6. Writing Loss and Optimizer Functions and Training and Testing.vtt 25KB
  138. 29. Analytical Approaches to Data/3. Statistical description of data.vtt 24KB
  139. 26. Working With Data Structures/2. Sorting and Series.vtt 23KB
  140. 19. Introduction to Xcode/2. Exploring XCode's Interface.vtt 22KB
  141. 12. Object Localization/2. Examining Project Code.vtt 21KB
  142. 26. Working With Data Structures/3. Expanding a Dataframe.vtt 21KB
  143. 8. Python Language Basics/8. Classes and Objects.vtt 21KB
  144. 29. Analytical Approaches to Data/6. Continuing an analysis of all our data.vtt 20KB
  145. 3. Java/2. Variable Types.vtt 19KB
  146. 14. Introduction to Tensorboard/2. Examining Computational Graph In Tensorboard.vtt 18KB
  147. 16. Advanced MNIST/5. Building Dense, Dropout, and Readout Layers.vtt 18KB
  148. 11. Text Summarizer/2. Exploring How Model Is Built.vtt 18KB
  149. 8. Python Language Basics/3. Collection Types.vtt 18KB
  150. 8. Python Language Basics/1. Introduction to Variables.vtt 18KB
  151. 14. Introduction to Tensorboard/3. Analyzing Scalars and Histograms.vtt 17KB
  152. 16. Advanced MNIST/11. Formatting Model Input.vtt 17KB
  153. 21. iOS App Development/1. Building App From Start to Finish.vtt 17KB
  154. 8. Python Language Basics/5. Control Flow If Statements.vtt 17KB
  155. 23. iOS Image Recognition/4. Converting Image to Pixel Buffer.vtt 17KB
  156. 4. App Development/2. Building Basic UI.vtt 17KB
  157. 2. Android Studio/2. Exploring Interface.vtt 17KB
  158. 8. Python Language Basics/2. Variables Operations and Conversions.vtt 17KB
  159. 9. Tensorflow/7. Operation nodes.vtt 16KB
  160. 3. Java/11. Classes and Objects Intro.vtt 16KB
  161. 16. Advanced MNIST/8. Setting up Android Project.vtt 16KB
  162. 3. Java/12. Superclass and Subclasses.vtt 16KB
  163. 8. Python Language Basics/7. Functions.vtt 15KB
  164. 9. Tensorflow/8. Loss, Optimizers, and Training.vtt 15KB
  165. 16. Advanced MNIST/4. Building the Convolutional Layers.vtt 15KB
  166. 3. Java/6. If and Switch Statements.vtt 15KB
  167. 16. Advanced MNIST/3. Building Neuron Functions.vtt 15KB
  168. 14. Introduction to Tensorboard/4. Modifying Model Parameters Across Multiple Runs.vtt 15KB
  169. 3. Java/3. Operations on Variables.vtt 14KB
  170. 8. Python Language Basics/6. While and For Loops.vtt 14KB
  171. 16. Advanced MNIST/7. Optimizing Saved Graph.vtt 14KB
  172. 9. Tensorflow/5. Variable Nodes.vtt 14KB
  173. 20. Coding Crash Course - Swift Programming Language/2. Variable Operations.vtt 14KB
  174. 10. Building Apps With Machine Learning/3. Introduction to Tensorflow Lite.vtt 14KB
  175. 16. Advanced MNIST/12. Displaying Results and Summary.vtt 13KB
  176. 16. Advanced MNIST/9. Setting Up UI.vtt 13KB
  177. 3. Java/7. While Loops.vtt 13KB
  178. 17. Advanced CIFAR 100/5. Training, Testing, and Freezing the Model.vtt 13KB
  179. 17. Advanced CIFAR 100/4. Building the Model.vtt 13KB
  180. 20. Coding Crash Course - Swift Programming Language/4. Control Flow.vtt 13KB
  181. 17. Advanced CIFAR 100/6. Setting up Android Project.vtt 13KB
  182. 17. Advanced CIFAR 100/3. Inputting and Formatting Data.vtt 13KB
  183. 3. Java/4. Array and Lists.vtt 13KB
  184. 11. Text Summarizer/3. Exploring Training and Summarizing Mechanisms.vtt 12KB
  185. 22. Introduction to CoreML/1. Introduction to CoreML.vtt 12KB
  186. 20. Coding Crash Course - Swift Programming Language/6. Classes and Objects.vtt 12KB
  187. 23. iOS Image Recognition/3. Displaying and Resizing Images.vtt 12KB
  188. 20. Coding Crash Course - Swift Programming Language/3. Collections.vtt 12KB
  189. 4. App Development/4. Implementing Backend and Tidying UI.vtt 12KB
  190. 9. Tensorflow/4. Constant Nodes and Sessions.vtt 11KB
  191. 24. iOS Tensorflow Model Importing/3. Running Inference Through Model.vtt 11KB
  192. 3. Java/9. Functions Intro.vtt 11KB
  193. 8. Python Language Basics/4. Collections Operations.vtt 11KB
  194. 3. Java/8. For Loops.vtt 11KB
  195. 17. Advanced CIFAR 100/10. Project Summary.vtt 11KB
  196. 12. Object Localization/3. Testing with a Mobile Device.vtt 11KB
  197. 3. Java/5. Array and List Operations.vtt 11KB
  198. 7. Introduction/2. Exploring Pycharm.vtt 11KB
  199. 20. Coding Crash Course - Swift Programming Language/1. Variables.vtt 11KB
  200. 23. iOS Image Recognition/5. Project Summary.vtt 10KB
  201. 11. Text Summarizer/4. Exploring Training and Summarizing Code.vtt 10KB
  202. 7. Introduction/1. Downloading and Installing Pycharm and Python.vtt 10KB
  203. 17. Advanced CIFAR 100/7. Building User Interface.vtt 10KB
  204. 3. Java/13. Static Variables and Axis Modifiers.vtt 10KB
  205. 24. iOS Tensorflow Model Importing/2. Converting pb to mlmodel File and Setup.vtt 9KB
  206. 2. Android Studio/1. Downloading and Installing Android Studio.vtt 9KB
  207. 9. Tensorflow/6. Placeholder Nodes.vtt 9KB
  208. 2. Android Studio/3. Setting up an Emulator and Running Project.vtt 9KB
  209. 23. iOS Image Recognition/2. Project Setup.vtt 9KB
  210. 17. Advanced CIFAR 100/9. Converting Image Data and Running Inference.vtt 9KB
  211. 3. Java/10. Parameters and Return Values.vtt 9KB
  212. 19. Introduction to Xcode/1. Downloading and Installing Xcode.vtt 9KB
  213. 11. Text Summarizer/1. Introduction.vtt 8KB
  214. 17. Advanced CIFAR 100/8. Loading and Displaying Images.vtt 8KB
  215. 4. App Development/3. Connecting UI to Backend.vtt 8KB
  216. 9. Tensorflow/2. Topics List.vtt 8KB
  217. 16. Advanced MNIST/10. Load and Display Digit Images.vtt 8KB
  218. 10. Building Apps With Machine Learning/1. Introduction - Improving Model Efficiency.vtt 8KB
  219. 13. Object Recognition/3. Testing on Mobile Device.vtt 8KB
  220. 9. Tensorflow/10.1 Tensorflow Project Files - Mammoth Interactive.zip.zip 7KB
  221. 20. Coding Crash Course - Swift Programming Language/5. Functions.vtt 7KB
  222. 11. Text Summarizer/5. Testing the Model.vtt 7KB
  223. 24. iOS Tensorflow Model Importing/1. Project Introduction.vtt 6KB
  224. 9. Tensorflow/3. Importing Tensorflow to Pycharm.vtt 6KB
  225. 12. Object Localization/1. Introductions.vtt 6KB
  226. 5. Machine Learning Concepts/2.1 Pycharm_Files.zip.zip 5KB
  227. 15. Advanced Machine Learning Concepts/2.1 Project Code - Mammoth Interactive.zip.zip 5KB
  228. 2. Android Studio/4.1 Code.zip.zip 5KB
  229. 24. iOS Tensorflow Model Importing/4. Testing and Summary.vtt 5KB
  230. 16. Advanced MNIST/1. Project Demonstration.vtt 5KB
  231. 10. Building Apps With Machine Learning/2.1 01. Project Code - Mammoth Interactive.zip.zip 5KB
  232. 16. Advanced MNIST/2. Project Overview.vtt 5KB
  233. 13. Object Recognition/1. Introduction.vtt 4KB
  234. 23. iOS Image Recognition/1. Project Demonstration.vtt 4KB
  235. 17. Advanced CIFAR 100/2. Project Overview.vtt 4KB
  236. 17. Advanced CIFAR 100/1. Project Demo.vtt 4KB
  237. 14. Introduction to Tensorboard/1. Introduction to Upcoming Projects.vtt 3KB
  238. 3. Java/1. Intro to Language Basics.vtt 3KB
  239. 25. Starting Projects in Pandas/2. Setting up Pandas.vtt 3KB
  240. 9. Tensorflow/1. Project Demo.vtt 3KB
  241. 6. Pycharm/1. Project Overview.vtt 3KB
  242. 5. Machine Learning Concepts/1. Intro to ML.html 3KB
  243. 18. Introduction to iOS/1. Introduction to iOS.vtt 3KB
  244. 1. Introduction to Machine Learning + Software/1. Projects Overview.vtt 3KB
  245. 4. App Development/1. Intro To Android App Development.vtt 2KB
  246. 29. Analytical Approaches to Data/7. Bonus Lecture Community Newsletter.html 228B
  247. 25. Starting Projects in Pandas/1. Installing Pandas.html 192B
  248. [FCS Forum].url 133B
  249. [FreeCourseSite.com].url 127B
  250. [CourseClub.NET].url 123B
  251. 1. Introduction to Machine Learning + Software/2. Project Resources - Mammoth Interactive.html 74B
  252. 11. Text Summarizer/6. Text Summarizer Pycharm.html 69B
  253. 17. Advanced CIFAR 100/11. CIFAR 100 Project Files - Mammoth Interactive.html 69B
  254. 21. iOS App Development/2. Project Files - Mammoth Interactive.html 69B
  255. 5. Machine Learning Concepts/2. Pycharm Files.html 69B
  256. 9. Tensorflow/10. Tensorflow Project Files - Mammoth Interactive.html 69B
  257. 10. Building Apps With Machine Learning/2. Project Code - Mammoth Interactive.html 68B
  258. 14. Introduction to Tensorboard/5. Project Code - Mammoth Interactive.html 68B
  259. 15. Advanced Machine Learning Concepts/2. Project Code - Mammoth Interactive.html 68B
  260. 16. Advanced MNIST/13. Project Code - Mammoth Interactive.html 68B
  261. 23. iOS Image Recognition/6. Project Code - Mammoth Interactive.html 68B
  262. 24. iOS Tensorflow Model Importing/5. iOS Tensorflow Project Code - Mammoth Interactive.html 68B
  263. 6. Pycharm/2. Pycharm Source Files - Mammoth Interactive.html 68B
  264. 2. Android Studio/4. Code.html 60B