[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery

File Type Create Time File Size Seeders Leechers Updated
Movie 2023-11-01 32.66GB 2 0 1 week ago
Download
Magnet link   or   Save Instantly without Torrenting   or   Torrent download

To download this file, you need a free bitTorrent client such as qBittorrent.

Report Abuse
Tags
FreeCourseSite  com  Udemy  TensorFlow  Developer  Certificate  2023  Zero  Mastery  
Related Torrents
  1. FreeCourseSite.com-Udemy-TensorFlow-Developer-Certificate-in-2023-Zero-to-Mastery.torrent 449.99KB
  2. [FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery 38.44MB
  3. [ Torrent911.bz ] Udemy - Complete Python Developer in 2023 Zero to Mastery 19.29GB
  4. [FreeCourseSite.com] Udemy - Complete React Developer in 2023 (w Redux, Hooks, GraphQL) 23.99GB
  5. FreeCourseSite.com-Udemy - The Complete JavaScript Course 2023 From Zero to Expert!.torrent 602B
  6. [FreeCourseSite.com] Udemy - The Complete Python Bootcamp From Zero to Hero in Python 6.95GB
  7. FreeCourseSite.com-Udemy - 100 Days Of Code - 2023 Web Development Bootcamp.torrent 270.56KB
  8. FreeCourseSite.com-Udemy - 100 Days of Code The Complete Python Pro Bootcamp for 2023.torrent 300.36KB
  9. [FreeCourseSite.com] Udemy - Machine Learning A-Z AI, Python & R + ChatGPT Bonus 2023 3.89GB
  10. [FreeCourseSite.com] Udemy - The Complete 2023 Web Development Bootcamp 1.26GB
Files
  1. 0. Websites you may like/[CourseClub.Me].url 122B
  2. 0. Websites you may like/[FreeCourseSite.com].url 127B
  3. 0. Websites you may like/[GigaCourse.Com].url 49B
  4. 01 - Introduction/001 Course Outline.mp4 60.40MB
  5. 01 - Introduction/001 Course Outline_en.srt 7.97KB
  6. 01 - Introduction/002 Join Our Online Classroom!.mp4 77.62MB
  7. 01 - Introduction/002 Join Our Online Classroom!_en.srt 6.00KB
  8. 01 - Introduction/003 Exercise Meet Your Classmates & Instructor.html 3.70KB
  9. 01 - Introduction/004 All Course Resources + Asking Questions + Getting Help.html 2.91KB
  10. 01 - Introduction/004 TensorFlow-for-Deep-Learning-Book.url 54B
  11. 01 - Introduction/004 Zero-to-Mastery-TensorFlow-Deep-Learning-on-GitHub.url 77B
  12. 01 - Introduction/005 LinkedIn-Group.url 65B
  13. 01 - Introduction/005 ZTM Resources.mp4 43.85MB
  14. 01 - Introduction/005 ZTM Resources_en.srt 6.31KB
  15. 01 - Introduction/005 ZTM-Youtube.url 62B
  16. 01 - Introduction/005 zerotomastery.io.url 49B
  17. 01 - Introduction/external-links.txt 361B
  18. 02 - Deep Learning and TensorFlow Fundamentals/001 All-course-materials-and-links-.url 77B
  19. 02 - Deep Learning and TensorFlow Fundamentals/001 What is deep learning.mp4 36.31MB
  20. 02 - Deep Learning and TensorFlow Fundamentals/001 What is deep learning_en.srt 6.94KB
  21. 02 - Deep Learning and TensorFlow Fundamentals/002 Why use deep learning.mp4 61.31MB
  22. 02 - Deep Learning and TensorFlow Fundamentals/002 Why use deep learning_en.srt 14.20KB
  23. 02 - Deep Learning and TensorFlow Fundamentals/003 What are neural networks.mp4 65.59MB
  24. 02 - Deep Learning and TensorFlow Fundamentals/003 What are neural networks_en.srt 14.70KB
  25. 02 - Deep Learning and TensorFlow Fundamentals/004 Python + Machine Learning Monthly.html 796B
  26. 02 - Deep Learning and TensorFlow Fundamentals/005 What is deep learning already being used for.mp4 64.54MB
  27. 02 - Deep Learning and TensorFlow Fundamentals/005 What is deep learning already being used for_en.srt 13.48KB
  28. 02 - Deep Learning and TensorFlow Fundamentals/006 What is and why use TensorFlow.mp4 69.38MB
  29. 02 - Deep Learning and TensorFlow Fundamentals/006 What is and why use TensorFlow_en.srt 11.74KB
  30. 02 - Deep Learning and TensorFlow Fundamentals/007 What is a Tensor.mp4 19.40MB
  31. 02 - Deep Learning and TensorFlow Fundamentals/007 What is a Tensor_en.srt 5.00KB
  32. 02 - Deep Learning and TensorFlow Fundamentals/008 What we're going to cover throughout the course.mp4 14.36MB
  33. 02 - Deep Learning and TensorFlow Fundamentals/008 What we're going to cover throughout the course_en.srt 7.24KB
  34. 02 - Deep Learning and TensorFlow Fundamentals/009 How to approach this course.mp4 24.94MB
  35. 02 - Deep Learning and TensorFlow Fundamentals/009 How to approach this course_en.srt 8.24KB
  36. 02 - Deep Learning and TensorFlow Fundamentals/010 Need A Refresher.html 942B
  37. 02 - Deep Learning and TensorFlow Fundamentals/011 Creating your first tensors with TensorFlow and tf.constant().mp4 133.95MB
  38. 02 - Deep Learning and TensorFlow Fundamentals/011 Creating your first tensors with TensorFlow and tf.constant()_en.srt 24.75KB
  39. 02 - Deep Learning and TensorFlow Fundamentals/012 Creating tensors with TensorFlow and tf.Variable().mp4 71.45MB
  40. 02 - Deep Learning and TensorFlow Fundamentals/012 Creating tensors with TensorFlow and tf.Variable()_en.srt 9.90KB
  41. 02 - Deep Learning and TensorFlow Fundamentals/013 Creating random tensors with TensorFlow.mp4 88.76MB
  42. 02 - Deep Learning and TensorFlow Fundamentals/013 Creating random tensors with TensorFlow_en.srt 13.03KB
  43. 02 - Deep Learning and TensorFlow Fundamentals/014 Shuffling the order of tensors.mp4 90.43MB
  44. 02 - Deep Learning and TensorFlow Fundamentals/014 Shuffling the order of tensors_en.srt 12.63KB
  45. 02 - Deep Learning and TensorFlow Fundamentals/015 Creating tensors from NumPy arrays.mp4 101.24MB
  46. 02 - Deep Learning and TensorFlow Fundamentals/015 Creating tensors from NumPy arrays_en.srt 15.03KB
  47. 02 - Deep Learning and TensorFlow Fundamentals/016 Getting information from your tensors (tensor attributes).mp4 86.89MB
  48. 02 - Deep Learning and TensorFlow Fundamentals/016 Getting information from your tensors (tensor attributes)_en.srt 16.96KB
  49. 02 - Deep Learning and TensorFlow Fundamentals/017 Indexing and expanding tensors.mp4 85.78MB
  50. 02 - Deep Learning and TensorFlow Fundamentals/017 Indexing and expanding tensors_en.srt 16.96KB
  51. 02 - Deep Learning and TensorFlow Fundamentals/018 Manipulating tensors with basic operations.mp4 45.95MB
  52. 02 - Deep Learning and TensorFlow Fundamentals/018 Manipulating tensors with basic operations_en.srt 6.95KB
  53. 02 - Deep Learning and TensorFlow Fundamentals/019 Matrix multiplication with tensors part 1.mp4 103.30MB
  54. 02 - Deep Learning and TensorFlow Fundamentals/019 Matrix multiplication with tensors part 1_en.srt 15.22KB
  55. 02 - Deep Learning and TensorFlow Fundamentals/020 Matrix multiplication with tensors part 2.mp4 106.90MB
  56. 02 - Deep Learning and TensorFlow Fundamentals/020 Matrix multiplication with tensors part 2_en.srt 17.35KB
  57. 02 - Deep Learning and TensorFlow Fundamentals/021 Matrix multiplication with tensors part 3.mp4 80.46MB
  58. 02 - Deep Learning and TensorFlow Fundamentals/021 Matrix multiplication with tensors part 3_en.srt 13.27KB
  59. 02 - Deep Learning and TensorFlow Fundamentals/022 Changing the datatype of tensors.mp4 72.73MB
  60. 02 - Deep Learning and TensorFlow Fundamentals/022 Changing the datatype of tensors_en.srt 8.65KB
  61. 02 - Deep Learning and TensorFlow Fundamentals/023 Tensor aggregation (finding the min, max, mean & more).mp4 90.16MB
  62. 02 - Deep Learning and TensorFlow Fundamentals/023 Tensor aggregation (finding the min, max, mean & more)_en.srt 12.88KB
  63. 02 - Deep Learning and TensorFlow Fundamentals/024 Tensor troubleshooting example (updating tensor datatypes).mp4 70.71MB
  64. 02 - Deep Learning and TensorFlow Fundamentals/024 Tensor troubleshooting example (updating tensor datatypes)_en.srt 6.64KB
  65. 02 - Deep Learning and TensorFlow Fundamentals/025 Finding the positional minimum and maximum of a tensor (argmin and argmax).mp4 97.69MB
  66. 02 - Deep Learning and TensorFlow Fundamentals/025 Finding the positional minimum and maximum of a tensor (argmin and argmax)_en.srt 12.38KB
  67. 02 - Deep Learning and TensorFlow Fundamentals/026 Squeezing a tensor (removing all 1-dimension axes).mp4 30.12MB
  68. 02 - Deep Learning and TensorFlow Fundamentals/026 Squeezing a tensor (removing all 1-dimension axes)_en.srt 3.84KB
  69. 02 - Deep Learning and TensorFlow Fundamentals/027 One-hot encoding tensors.mp4 60.22MB
  70. 02 - Deep Learning and TensorFlow Fundamentals/027 One-hot encoding tensors_en.srt 7.98KB
  71. 02 - Deep Learning and TensorFlow Fundamentals/028 Trying out more tensor math operations.mp4 57.24MB
  72. 02 - Deep Learning and TensorFlow Fundamentals/028 Trying out more tensor math operations_en.srt 6.24KB
  73. 02 - Deep Learning and TensorFlow Fundamentals/029 Exploring TensorFlow and NumPy's compatibility.mp4 16.59MB
  74. 02 - Deep Learning and TensorFlow Fundamentals/029 Exploring TensorFlow and NumPy's compatibility_en.srt 7.11KB
  75. 02 - Deep Learning and TensorFlow Fundamentals/030 Making sure our tensor operations run really fast on GPUs.mp4 112.50MB
  76. 02 - Deep Learning and TensorFlow Fundamentals/030 Making sure our tensor operations run really fast on GPUs_en.srt 14.46KB
  77. 02 - Deep Learning and TensorFlow Fundamentals/031 TensorFlow Fundamentals challenge, exercises & extra-curriculum.html 1.94KB
  78. 02 - Deep Learning and TensorFlow Fundamentals/032 Monthly Coding Challenges, Free Resources and Guides.html 1.58KB
  79. 02 - Deep Learning and TensorFlow Fundamentals/033 LinkedIn Endorsements.html 1.37KB
  80. 02 - Deep Learning and TensorFlow Fundamentals/external-links.txt 94B
  81. 03 - Neural network regression with TensorFlow/0. Websites you may like/[CourseClub.Me].url 122B
  82. 03 - Neural network regression with TensorFlow/0. Websites you may like/[FreeCourseSite.com].url 127B
  83. 03 - Neural network regression with TensorFlow/0. Websites you may like/[GigaCourse.Com].url 49B
  84. 03 - Neural network regression with TensorFlow/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url 77B
  85. 03 - Neural network regression with TensorFlow/001 Introduction to Neural Network Regression with TensorFlow.mp4 51.46MB
  86. 03 - Neural network regression with TensorFlow/001 Introduction to Neural Network Regression with TensorFlow_en.srt 11.41KB
  87. 03 - Neural network regression with TensorFlow/002 Inputs and outputs of a neural network regression model.mp4 50.33MB
  88. 03 - Neural network regression with TensorFlow/002 Inputs and outputs of a neural network regression model_en.srt 13.12KB
  89. 03 - Neural network regression with TensorFlow/003 Anatomy and architecture of a neural network regression model.mp4 51.85MB
  90. 03 - Neural network regression with TensorFlow/003 Anatomy and architecture of a neural network regression model_en.srt 12.25KB
  91. 03 - Neural network regression with TensorFlow/004 Creating sample regression data (so we can model it).mp4 89.41MB
  92. 03 - Neural network regression with TensorFlow/004 Creating sample regression data (so we can model it)_en.srt 16.12KB
  93. 03 - Neural network regression with TensorFlow/005 Note Code update for upcoming lecture(s) for TensorFlow 2.7.0+ fix.html 2.38KB
  94. 03 - Neural network regression with TensorFlow/006 The major steps in modelling with TensorFlow.mp4 186.29MB
  95. 03 - Neural network regression with TensorFlow/006 The major steps in modelling with TensorFlow_en.srt 26.45KB
  96. 03 - Neural network regression with TensorFlow/007 Steps in improving a model with TensorFlow part 1.mp4 45.55MB
  97. 03 - Neural network regression with TensorFlow/007 Steps in improving a model with TensorFlow part 1_en.srt 7.63KB
  98. 03 - Neural network regression with TensorFlow/008 Steps in improving a model with TensorFlow part 2.mp4 91.55MB
  99. 03 - Neural network regression with TensorFlow/008 Steps in improving a model with TensorFlow part 2_en.srt 13.12KB
  100. 03 - Neural network regression with TensorFlow/009 Steps in improving a model with TensorFlow part 3.mp4 135.77MB
  101. 03 - Neural network regression with TensorFlow/009 Steps in improving a model with TensorFlow part 3_en.srt 16.84KB
  102. 03 - Neural network regression with TensorFlow/010 Evaluating a TensorFlow model part 1 (visualise, visualise, visualise).mp4 66.98MB
  103. 03 - Neural network regression with TensorFlow/010 Evaluating a TensorFlow model part 1 (visualise, visualise, visualise)_en.srt 9.77KB
  104. 03 - Neural network regression with TensorFlow/011 Evaluating a TensorFlow model part 2 (the three datasets).mp4 81.28MB
  105. 03 - Neural network regression with TensorFlow/011 Evaluating a TensorFlow model part 2 (the three datasets)_en.srt 14.05KB
  106. 03 - Neural network regression with TensorFlow/012 Evaluating a TensorFlow model part 3 (getting a model summary).mp4 196.64MB
  107. 03 - Neural network regression with TensorFlow/012 Evaluating a TensorFlow model part 3 (getting a model summary)_en.srt 21.53KB
  108. 03 - Neural network regression with TensorFlow/013 Evaluating a TensorFlow model part 4 (visualising a model's layers).mp4 71.14MB
  109. 03 - Neural network regression with TensorFlow/013 Evaluating a TensorFlow model part 4 (visualising a model's layers)_en.srt 9.23KB
  110. 03 - Neural network regression with TensorFlow/014 Evaluating a TensorFlow model part 5 (visualising a model's predictions).mp4 79.53MB
  111. 03 - Neural network regression with TensorFlow/014 Evaluating a TensorFlow model part 5 (visualising a model's predictions)_en.srt 11.92KB
  112. 03 - Neural network regression with TensorFlow/015 Evaluating a TensorFlow model part 6 (common regression evaluation metrics).mp4 70.91MB
  113. 03 - Neural network regression with TensorFlow/015 Evaluating a TensorFlow model part 6 (common regression evaluation metrics)_en.srt 11.16KB
  114. 03 - Neural network regression with TensorFlow/016 Evaluating a TensorFlow regression model part 7 (mean absolute error).mp4 56.62MB
  115. 03 - Neural network regression with TensorFlow/016 Evaluating a TensorFlow regression model part 7 (mean absolute error)_en.srt 8.10KB
  116. 03 - Neural network regression with TensorFlow/017 Evaluating a TensorFlow regression model part 7 (mean square error).mp4 32.69MB
  117. 03 - Neural network regression with TensorFlow/017 Evaluating a TensorFlow regression model part 7 (mean square error)_en.srt 3.89KB
  118. 03 - Neural network regression with TensorFlow/018 Setting up TensorFlow modelling experiments part 1 (start with a simple model).mp4 128.00MB
  119. 03 - Neural network regression with TensorFlow/018 Setting up TensorFlow modelling experiments part 1 (start with a simple model)_en.srt 17.44KB
  120. 03 - Neural network regression with TensorFlow/019 Setting up TensorFlow modelling experiments part 2 (increasing complexity).mp4 33.51MB
  121. 03 - Neural network regression with TensorFlow/019 Setting up TensorFlow modelling experiments part 2 (increasing complexity)_en.srt 15.86KB
  122. 03 - Neural network regression with TensorFlow/020 Comparing and tracking your TensorFlow modelling experiments.mp4 93.02MB
  123. 03 - Neural network regression with TensorFlow/020 Comparing and tracking your TensorFlow modelling experiments_en.srt 13.18KB
  124. 03 - Neural network regression with TensorFlow/021 How to save a TensorFlow model.mp4 93.46MB
  125. 03 - Neural network regression with TensorFlow/021 How to save a TensorFlow model_en.srt 11.40KB
  126. 03 - Neural network regression with TensorFlow/022 How to load and use a saved TensorFlow model.mp4 106.04MB
  127. 03 - Neural network regression with TensorFlow/022 How to load and use a saved TensorFlow model_en.srt 12.82KB
  128. 03 - Neural network regression with TensorFlow/023 (Optional) How to save and download files from Google Colab.mp4 69.10MB
  129. 03 - Neural network regression with TensorFlow/023 (Optional) How to save and download files from Google Colab_en.srt 7.79KB
  130. 03 - Neural network regression with TensorFlow/024 Putting together what we've learned part 1 (preparing a dataset).mp4 146.42MB
  131. 03 - Neural network regression with TensorFlow/024 Putting together what we've learned part 1 (preparing a dataset)_en.srt 18.70KB
  132. 03 - Neural network regression with TensorFlow/025 Putting together what we've learned part 2 (building a regression model).mp4 122.96MB
  133. 03 - Neural network regression with TensorFlow/025 Putting together what we've learned part 2 (building a regression model)_en.srt 17.95KB
  134. 03 - Neural network regression with TensorFlow/026 Putting together what we've learned part 3 (improving our regression model).mp4 156.93MB
  135. 03 - Neural network regression with TensorFlow/026 Putting together what we've learned part 3 (improving our regression model)_en.srt 18.80KB
  136. 03 - Neural network regression with TensorFlow/027 Preprocessing data with feature scaling part 1 (what is feature scaling).mp4 93.59MB
  137. 03 - Neural network regression with TensorFlow/027 Preprocessing data with feature scaling part 1 (what is feature scaling)_en.srt 13.88KB
  138. 03 - Neural network regression with TensorFlow/028 Preprocessing data with feature scaling part 2 (normalising our data).mp4 83.18MB
  139. 03 - Neural network regression with TensorFlow/028 Preprocessing data with feature scaling part 2 (normalising our data)_en.srt 13.93KB
  140. 03 - Neural network regression with TensorFlow/029 Preprocessing data with feature scaling part 3 (fitting a model on scaled data).mp4 76.82MB
  141. 03 - Neural network regression with TensorFlow/029 Preprocessing data with feature scaling part 3 (fitting a model on scaled data)_en.srt 10.97KB
  142. 03 - Neural network regression with TensorFlow/030 TensorFlow Regression challenge, exercises & extra-curriculum.html 1.96KB
  143. 03 - Neural network regression with TensorFlow/031 Learning Guideline.html 336B
  144. 03 - Neural network regression with TensorFlow/external-links.txt 130B
  145. 04 - Neural network classification in TensorFlow/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url 82B
  146. 04 - Neural network classification in TensorFlow/001 Introduction to neural network classification in TensorFlow.mp4 62.95MB
  147. 04 - Neural network classification in TensorFlow/001 Introduction to neural network classification in TensorFlow_en.srt 12.76KB
  148. 04 - Neural network classification in TensorFlow/002 Example classification problems (and their inputs and outputs).mp4 20.43MB
  149. 04 - Neural network classification in TensorFlow/002 Example classification problems (and their inputs and outputs)_en.srt 9.89KB
  150. 04 - Neural network classification in TensorFlow/003 Input and output tensors of classification problems.mp4 18.68MB
  151. 04 - Neural network classification in TensorFlow/003 Input and output tensors of classification problems_en.srt 8.85KB
  152. 04 - Neural network classification in TensorFlow/004 Typical architecture of neural network classification models with TensorFlow.mp4 113.95MB
  153. 04 - Neural network classification in TensorFlow/004 Typical architecture of neural network classification models with TensorFlow_en.srt 14.61KB
  154. 04 - Neural network classification in TensorFlow/005 Creating and viewing classification data to model.mp4 107.19MB
  155. 04 - Neural network classification in TensorFlow/005 Creating and viewing classification data to model_en.srt 14.39KB
  156. 04 - Neural network classification in TensorFlow/006 Checking the input and output shapes of our classification data.mp4 38.90MB
  157. 04 - Neural network classification in TensorFlow/006 Checking the input and output shapes of our classification data_en.srt 6.57KB
  158. 04 - Neural network classification in TensorFlow/007 Building a not very good classification model with TensorFlow.mp4 127.24MB
  159. 04 - Neural network classification in TensorFlow/007 Building a not very good classification model with TensorFlow_en.srt 16.03KB
  160. 04 - Neural network classification in TensorFlow/008 Trying to improve our not very good classification model.mp4 85.16MB
  161. 04 - Neural network classification in TensorFlow/008 Trying to improve our not very good classification model_en.srt 12.67KB
  162. 04 - Neural network classification in TensorFlow/009 Creating a function to view our model's not so good predictions.mp4 163.48MB
  163. 04 - Neural network classification in TensorFlow/009 Creating a function to view our model's not so good predictions_en.srt 18.99KB
  164. 04 - Neural network classification in TensorFlow/010 Note Updates for TensorFlow 2.7.0.html 3.45KB
  165. 04 - Neural network classification in TensorFlow/011 Make our poor classification model work for a regression dataset.mp4 125.87MB
  166. 04 - Neural network classification in TensorFlow/011 Make our poor classification model work for a regression dataset_en.srt 16.78KB
  167. 04 - Neural network classification in TensorFlow/012 Non-linearity part 1 Straight lines and non-straight lines.mp4 97.70MB
  168. 04 - Neural network classification in TensorFlow/012 Non-linearity part 1 Straight lines and non-straight lines_en.srt 13.79KB
  169. 04 - Neural network classification in TensorFlow/013 Non-linearity part 2 Building our first neural network with non-linearity.mp4 60.36MB
  170. 04 - Neural network classification in TensorFlow/013 Non-linearity part 2 Building our first neural network with non-linearity_en.srt 7.58KB
  171. 04 - Neural network classification in TensorFlow/014 Non-linearity part 3 Upgrading our non-linear model with more layers.mp4 125.91MB
  172. 04 - Neural network classification in TensorFlow/014 Non-linearity part 3 Upgrading our non-linear model with more layers_en.srt 14.35KB
  173. 04 - Neural network classification in TensorFlow/015 Non-linearity part 4 Modelling our non-linear data once and for all.mp4 98.73MB
  174. 04 - Neural network classification in TensorFlow/015 Non-linearity part 4 Modelling our non-linear data once and for all_en.srt 11.99KB
  175. 04 - Neural network classification in TensorFlow/016 Non-linearity part 5 Replicating non-linear activation functions from scratch.mp4 149.01MB
  176. 04 - Neural network classification in TensorFlow/016 Non-linearity part 5 Replicating non-linear activation functions from scratch_en.srt 18.29KB
  177. 04 - Neural network classification in TensorFlow/017 Getting great results in less time by tweaking the learning rate.mp4 137.87MB
  178. 04 - Neural network classification in TensorFlow/017 Getting great results in less time by tweaking the learning rate_en.srt 19.38KB
  179. 04 - Neural network classification in TensorFlow/018 Using the TensorFlow History object to plot a model's loss curves.mp4 62.93MB
  180. 04 - Neural network classification in TensorFlow/018 Using the TensorFlow History object to plot a model's loss curves_en.srt 8.38KB
  181. 04 - Neural network classification in TensorFlow/019 Using callbacks to find a model's ideal learning rate.mp4 156.82MB
  182. 04 - Neural network classification in TensorFlow/019 Using callbacks to find a model's ideal learning rate_en.srt 24.88KB
  183. 04 - Neural network classification in TensorFlow/020 Training and evaluating a model with an ideal learning rate.mp4 89.59MB
  184. 04 - Neural network classification in TensorFlow/020 Training and evaluating a model with an ideal learning rate_en.srt 11.87KB
  185. 04 - Neural network classification in TensorFlow/021 Introducing more classification evaluation methods.mp4 36.86MB
  186. 04 - Neural network classification in TensorFlow/021 Introducing more classification evaluation methods_en.srt 8.87KB
  187. 04 - Neural network classification in TensorFlow/022 Finding the accuracy of our classification model.mp4 33.95MB
  188. 04 - Neural network classification in TensorFlow/022 Finding the accuracy of our classification model_en.srt 5.63KB
  189. 04 - Neural network classification in TensorFlow/023 Creating our first confusion matrix (to see where our model is getting confused).mp4 56.44MB
  190. 04 - Neural network classification in TensorFlow/023 Creating our first confusion matrix (to see where our model is getting confused)_en.srt 11.54KB
  191. 04 - Neural network classification in TensorFlow/024 Making our confusion matrix prettier.mp4 114.97MB
  192. 04 - Neural network classification in TensorFlow/024 Making our confusion matrix prettier_en.srt 18.29KB
  193. 04 - Neural network classification in TensorFlow/025 Putting things together with multi-class classification part 1 Getting the data.mp4 87.25MB
  194. 04 - Neural network classification in TensorFlow/025 Putting things together with multi-class classification part 1 Getting the data_en.srt 13.77KB
  195. 04 - Neural network classification in TensorFlow/026 Multi-class classification part 2 Becoming one with the data.mp4 48.82MB
  196. 04 - Neural network classification in TensorFlow/026 Multi-class classification part 2 Becoming one with the data_en.srt 9.99KB
  197. 04 - Neural network classification in TensorFlow/027 Multi-class classification part 3 Building a multi-class classification model.mp4 144.19MB
  198. 04 - Neural network classification in TensorFlow/027 Multi-class classification part 3 Building a multi-class classification model_en.srt 21.13KB
  199. 04 - Neural network classification in TensorFlow/028 Multi-class classification part 4 Improving performance with normalisation.mp4 114.64MB
  200. 04 - Neural network classification in TensorFlow/028 Multi-class classification part 4 Improving performance with normalisation_en.srt 16.22KB
  201. 04 - Neural network classification in TensorFlow/029 Multi-class classification part 5 Comparing normalised and non-normalised data.mp4 18.81MB
  202. 04 - Neural network classification in TensorFlow/029 Multi-class classification part 5 Comparing normalised and non-normalised data_en.srt 5.44KB
  203. 04 - Neural network classification in TensorFlow/030 Multi-class classification part 6 Finding the ideal learning rate.mp4 36.75MB
  204. 04 - Neural network classification in TensorFlow/030 Multi-class classification part 6 Finding the ideal learning rate_en.srt 14.91KB
  205. 04 - Neural network classification in TensorFlow/031 Multi-class classification part 7 Evaluating our model.mp4 119.45MB
  206. 04 - Neural network classification in TensorFlow/031 Multi-class classification part 7 Evaluating our model_en.srt 16.96KB
  207. 04 - Neural network classification in TensorFlow/032 Multi-class classification part 8 Creating a confusion matrix.mp4 34.22MB
  208. 04 - Neural network classification in TensorFlow/032 Multi-class classification part 8 Creating a confusion matrix_en.srt 6.67KB
  209. 04 - Neural network classification in TensorFlow/033 Multi-class classification part 9 Visualising random model predictions.mp4 58.94MB
  210. 04 - Neural network classification in TensorFlow/033 Multi-class classification part 9 Visualising random model predictions_en.srt 13.52KB
  211. 04 - Neural network classification in TensorFlow/034 What patterns is our model learning.mp4 127.53MB
  212. 04 - Neural network classification in TensorFlow/034 What patterns is our model learning_en.srt 20.83KB
  213. 04 - Neural network classification in TensorFlow/035 TensorFlow classification challenge, exercises & extra-curriculum.html 2.45KB
  214. 04 - Neural network classification in TensorFlow/external-links.txt 135B
  215. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url 82B
  216. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/001 Introduction to Computer Vision with TensorFlow.mp4 74.92MB
  217. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/001 Introduction to Computer Vision with TensorFlow_en.srt 15.00KB
  218. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/002 Introduction to Convolutional Neural Networks (CNNs) with TensorFlow.mp4 33.88MB
  219. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/002 Introduction to Convolutional Neural Networks (CNNs) with TensorFlow_en.srt 12.11KB
  220. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/003 Downloading an image dataset for our first Food Vision model.mp4 73.34MB
  221. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/003 Downloading an image dataset for our first Food Vision model_en.srt 10.32KB
  222. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/004 Becoming One With Data.mp4 45.63MB
  223. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/004 Becoming One With Data_en.srt 6.72KB
  224. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/005 Becoming One With Data Part 2.mp4 90.19MB
  225. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/005 Becoming One With Data Part 2_en.srt 16.06KB
  226. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/006 Becoming One With Data Part 3.mp4 33.75MB
  227. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/006 Becoming One With Data Part 3_en.srt 6.54KB
  228. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/007 Building an end to end CNN Model.mp4 59.22MB
  229. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/007 Building an end to end CNN Model_en.srt 26.00KB
  230. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/008 Using a GPU to run our CNN model 5x faster.mp4 117.32MB
  231. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/008 Using a GPU to run our CNN model 5x faster_en.srt 13.05KB
  232. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/009 Trying a non-CNN model on our image data.mp4 102.36MB
  233. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/009 Trying a non-CNN model on our image data_en.srt 11.63KB
  234. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/010 Improving our non-CNN model by adding more layers.mp4 108.53MB
  235. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/010 Improving our non-CNN model by adding more layers_en.srt 13.98KB
  236. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/011 Breaking our CNN model down part 1 Becoming one with the data.mp4 92.18MB
  237. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/011 Breaking our CNN model down part 1 Becoming one with the data_en.srt 13.00KB
  238. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/012 Breaking our CNN model down part 2 Preparing to load our data.mp4 110.12MB
  239. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/012 Breaking our CNN model down part 2 Preparing to load our data_en.srt 16.51KB
  240. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/013 Breaking our CNN model down part 3 Loading our data with ImageDataGenerator.mp4 105.13MB
  241. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/013 Breaking our CNN model down part 3 Loading our data with ImageDataGenerator_en.srt 13.46KB
  242. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/014 Breaking our CNN model down part 4 Building a baseline CNN model.mp4 87.44MB
  243. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/014 Breaking our CNN model down part 4 Building a baseline CNN model_en.srt 11.22KB
  244. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5 Looking inside a Conv2D layer.mp4 190.47MB
  245. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5 Looking inside a Conv2D layer_en.srt 22.79KB
  246. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/015 CNN-Explainer-website.url 65B
  247. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/016 Breaking our CNN model down part 6 Compiling and fitting our baseline CNN.mp4 64.94MB
  248. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/016 Breaking our CNN model down part 6 Compiling and fitting our baseline CNN_en.srt 9.86KB
  249. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/017 Breaking our CNN model down part 7 Evaluating our CNN's training curves.mp4 89.21MB
  250. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/017 Breaking our CNN model down part 7 Evaluating our CNN's training curves_en.srt 17.09KB
  251. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/018 Breaking our CNN model down part 8 Reducing overfitting with Max Pooling.mp4 132.51MB
  252. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/018 Breaking our CNN model down part 8 Reducing overfitting with Max Pooling_en.srt 19.25KB
  253. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/019 Breaking our CNN model down part 9 Reducing overfitting with data augmentation.mp4 66.33MB
  254. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/019 Breaking our CNN model down part 9 Reducing overfitting with data augmentation_en.srt 9.39KB
  255. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/020 Breaking our CNN model down part 10 Visualizing our augmented data.mp4 160.76MB
  256. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/020 Breaking our CNN model down part 10 Visualizing our augmented data_en.srt 21.55KB
  257. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/021 Breaking our CNN model down part 11 Training a CNN model on augmented data.mp4 96.02MB
  258. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/021 Breaking our CNN model down part 11 Training a CNN model on augmented data_en.srt 13.58KB
  259. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/022 Breaking our CNN model down part 12 Discovering the power of shuffling data.mp4 105.32MB
  260. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/022 Breaking our CNN model down part 12 Discovering the power of shuffling data_en.srt 14.30KB
  261. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/023 Breaking our CNN model down part 13 Exploring options to improve our model.mp4 42.42MB
  262. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/023 Breaking our CNN model down part 13 Exploring options to improve our model_en.srt 7.53KB
  263. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/024 Downloading a custom image to make predictions on.mp4 44.36MB
  264. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/024 Downloading a custom image to make predictions on_en.srt 6.94KB
  265. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/025 Writing a helper function to load and preprocessing custom images.mp4 107.44MB
  266. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/025 Writing a helper function to load and preprocessing custom images_en.srt 13.73KB
  267. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/026 Making a prediction on a custom image with our trained CNN.mp4 101.04MB
  268. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/026 Making a prediction on a custom image with our trained CNN_en.srt 15.46KB
  269. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/027 Multi-class CNN's part 1 Becoming one with the data.mp4 61.05MB
  270. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/027 Multi-class CNN's part 1 Becoming one with the data_en.srt 22.69KB
  271. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/028 Multi-class CNN's part 2 Preparing our data (turning it into tensors).mp4 61.46MB
  272. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/028 Multi-class CNN's part 2 Preparing our data (turning it into tensors)_en.srt 9.96KB
  273. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/029 Multi-class CNN's part 3 Building a multi-class CNN model.mp4 91.92MB
  274. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/029 Multi-class CNN's part 3 Building a multi-class CNN model_en.srt 10.65KB
  275. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/030 Multi-class CNN's part 4 Fitting a multi-class CNN model to the data.mp4 61.01MB
  276. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/030 Multi-class CNN's part 4 Fitting a multi-class CNN model to the data_en.srt 8.96KB
  277. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/031 Multi-class CNN's part 5 Evaluating our multi-class CNN model.mp4 34.36MB
  278. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/031 Multi-class CNN's part 5 Evaluating our multi-class CNN model_en.srt 6.79KB
  279. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/032 Multi-class CNN's part 6 Trying to fix overfitting by removing layers.mp4 131.61MB
  280. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/032 Multi-class CNN's part 6 Trying to fix overfitting by removing layers_en.srt 16.43KB
  281. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/033 Multi-class CNN's part 7 Trying to fix overfitting with data augmentation.mp4 123.00MB
  282. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/033 Multi-class CNN's part 7 Trying to fix overfitting with data augmentation_en.srt 16.32KB
  283. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/034 Multi-class CNN's part 8 Things you could do to improve your CNN model.mp4 35.78MB
  284. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/034 Multi-class CNN's part 8 Things you could do to improve your CNN model_en.srt 6.18KB
  285. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/035 Multi-class CNN's part 9 Making predictions with our model on custom images.mp4 121.06MB
  286. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/035 Multi-class CNN's part 9 Making predictions with our model on custom images_en.srt 11.90KB
  287. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/036 Saving and loading our trained CNN model.mp4 70.49MB
  288. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/036 Saving and loading our trained CNN model_en.srt 9.07KB
  289. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/037 TensorFlow computer vision and CNNs challenge, exercises & extra-curriculum.html 2.48KB
  290. 05 - Computer Vision and Convolutional Neural Networks in TensorFlow/external-links.txt 207B
  291. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url 77B
  292. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/001 What is and why use transfer learning.mp4 30.40MB
  293. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/001 What is and why use transfer learning_en.srt 15.94KB
  294. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/002 Downloading and preparing data for our first transfer learning model.mp4 133.42MB
  295. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/002 Downloading and preparing data for our first transfer learning model_en.srt 18.12KB
  296. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/003 Introducing Callbacks in TensorFlow and making a callback to track our models.mp4 95.32MB
  297. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/003 Introducing Callbacks in TensorFlow and making a callback to track our models_en.srt 14.26KB
  298. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/004 Exploring the TensorFlow Hub website for pretrained models.mp4 87.63MB
  299. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/004 Exploring the TensorFlow Hub website for pretrained models_en.srt 14.68KB
  300. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/005 Building and compiling a TensorFlow Hub feature extraction model.mp4 138.17MB
  301. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/005 Building and compiling a TensorFlow Hub feature extraction model_en.srt 18.91KB
  302. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/006 Blowing our previous models out of the water with transfer learning.mp4 101.68MB
  303. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/006 Blowing our previous models out of the water with transfer learning_en.srt 13.66KB
  304. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/007 Plotting the loss curves of our ResNet feature extraction model.mp4 62.29MB
  305. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/007 Plotting the loss curves of our ResNet feature extraction model_en.srt 10.81KB
  306. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/008 Building and training a pre-trained EfficientNet model on our data.mp4 108.07MB
  307. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/008 Building and training a pre-trained EfficientNet model on our data_en.srt 14.27KB
  308. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/009 Different Types of Transfer Learning.mp4 113.38MB
  309. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/009 Different Types of Transfer Learning_en.srt 15.68KB
  310. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/010 Comparing Our Model's Results.mp4 146.26MB
  311. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/010 Comparing Our Model's Results_en.srt 21.57KB
  312. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/011 TensorFlow Transfer Learning Part 1 challenge, exercises & extra-curriculum.html 2.42KB
  313. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/012 Exercise Imposter Syndrome.mp4 27.39MB
  314. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/012 Exercise Imposter Syndrome_en.srt 4.49KB
  315. 06 - Transfer Learning in TensorFlow Part 1 Feature extraction/external-links.txt 130B
  316. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/001 Introduction to Transfer Learning in TensorFlow Part 2 Fine-tuning.mp4 62.11MB
  317. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/001 Introduction to Transfer Learning in TensorFlow Part 2 Fine-tuning_en.srt 9.78KB
  318. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/002 Importing a script full of helper functions (and saving lots of space).mp4 91.14MB
  319. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/002 Importing a script full of helper functions (and saving lots of space)_en.srt 9.77KB
  320. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset.mp4 175.54MB
  321. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset_en.srt 22.02KB
  322. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/004 Discussing the four (actually five) modelling experiments we're running.mp4 11.17MB
  323. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/004 Discussing the four (actually five) modelling experiments we're running_en.srt 3.58KB
  324. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/005 Comparing the TensorFlow Keras Sequential API versus the Functional API.mp4 16.97MB
  325. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/005 Comparing the TensorFlow Keras Sequential API versus the Functional API_en.srt 4.04KB
  326. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/006 Creating our first model with the TensorFlow Keras Functional API.mp4 134.16MB
  327. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/006 Creating our first model with the TensorFlow Keras Functional API_en.srt 15.85KB
  328. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/007 Compiling and fitting our first Functional API model.mp4 80.12MB
  329. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/007 Compiling and fitting our first Functional API model_en.srt 15.77KB
  330. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/008 Getting a feature vector from our trained model.mp4 149.36MB
  331. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/008 Getting a feature vector from our trained model_en.srt 17.74KB
  332. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/009 Drilling into the concept of a feature vector (a learned representation).mp4 53.26MB
  333. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/009 Drilling into the concept of a feature vector (a learned representation)_en.srt 5.39KB
  334. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/010 Downloading and preparing the data for Model 1 (1 percent of training data).mp4 98.18MB
  335. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/010 Downloading and preparing the data for Model 1 (1 percent of training data)_en.srt 12.98KB
  336. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/011 Building a data augmentation layer to use inside our model.mp4 118.41MB
  337. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/011 Building a data augmentation layer to use inside our model_en.srt 16.15KB
  338. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/012 Note Small fix for next video, for images not augmenting.html 1.95KB
  339. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/013 Visualizing what happens when images pass through our data augmentation layer.mp4 123.38MB
  340. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/013 Visualizing what happens when images pass through our data augmentation layer_en.srt 16.10KB
  341. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/014 Building Model 1 (with a data augmentation layer and 1% of training data).mp4 156.06MB
  342. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/014 Building Model 1 (with a data augmentation layer and 1% of training data)_en.srt 22.42KB
  343. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/015 Building Model 2 (with a data augmentation layer and 10% of training data).mp4 161.09MB
  344. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/015 Building Model 2 (with a data augmentation layer and 10% of training data)_en.srt 23.45KB
  345. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/016 Creating a ModelCheckpoint to save our model's weights during training.mp4 69.00MB
  346. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/016 Creating a ModelCheckpoint to save our model's weights during training_en.srt 10.72KB
  347. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/017 Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint).mp4 69.31MB
  348. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/017 Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint)_en.srt 9.85KB
  349. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/018 Loading and comparing saved weights to our existing trained Model 2.mp4 62.99MB
  350. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/018 Loading and comparing saved weights to our existing trained Model 2_en.srt 9.65KB
  351. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/019 Preparing Model 3 (our first fine-tuned model).mp4 201.38MB
  352. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/019 Preparing Model 3 (our first fine-tuned model)_en.srt 25.91KB
  353. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/020 Fitting and evaluating Model 3 (our first fine-tuned model).mp4 59.47MB
  354. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/020 Fitting and evaluating Model 3 (our first fine-tuned model)_en.srt 10.62KB
  355. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/021 Comparing our model's results before and after fine-tuning.mp4 84.79MB
  356. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/021 Comparing our model's results before and after fine-tuning_en.srt 13.82KB
  357. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/022 Downloading and preparing data for our biggest experiment yet (Model 4).mp4 56.64MB
  358. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/022 Downloading and preparing data for our biggest experiment yet (Model 4)_en.srt 8.97KB
  359. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/023 Preparing our final modelling experiment (Model 4).mp4 96.25MB
  360. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/023 Preparing our final modelling experiment (Model 4)_en.srt 14.88KB
  361. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/024 Fine-tuning Model 4 on 100% of the training data and evaluating its results.mp4 97.99MB
  362. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/024 Fine-tuning Model 4 on 100% of the training data and evaluating its results_en.srt 14.85KB
  363. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/025 Comparing our modelling experiment results in TensorBoard.mp4 96.21MB
  364. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/025 Comparing our modelling experiment results in TensorBoard_en.srt 15.74KB
  365. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/026 How to view and delete previous TensorBoard experiments.mp4 18.46MB
  366. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/026 How to view and delete previous TensorBoard experiments_en.srt 2.81KB
  367. 07 - Transfer Learning in TensorFlow Part 2 Fine tuning/027 Transfer Learning in TensorFlow Part 2 challenge, exercises and extra-curriculum.html 2.61KB
  368. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/001 Introduction to Transfer Learning Part 3 Scaling Up.mp4 41.01MB
  369. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/001 Introduction to Transfer Learning Part 3 Scaling Up_en.srt 10.12KB
  370. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/002 Getting helper functions ready and downloading data to model.mp4 132.74MB
  371. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/002 Getting helper functions ready and downloading data to model_en.srt 17.73KB
  372. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/003 Outlining the model we're going to build and building a ModelCheckpoint callback.mp4 29.16MB
  373. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/003 Outlining the model we're going to build and building a ModelCheckpoint callback_en.srt 7.41KB
  374. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/004 Creating a data augmentation layer to use with our model.mp4 36.24MB
  375. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/004 Creating a data augmentation layer to use with our model_en.srt 6.25KB
  376. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/005 Creating a headless EfficientNetB0 model with data augmentation built in.mp4 81.44MB
  377. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/005 Creating a headless EfficientNetB0 model with data augmentation built in_en.srt 13.45KB
  378. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/006 Fitting and evaluating our biggest transfer learning model yet.mp4 60.15MB
  379. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/006 Fitting and evaluating our biggest transfer learning model yet_en.srt 11.44KB
  380. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/007 Unfreezing some layers in our base model to prepare for fine-tuning.mp4 100.44MB
  381. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/007 Unfreezing some layers in our base model to prepare for fine-tuning_en.srt 16.61KB
  382. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/008 Fine-tuning our feature extraction model and evaluating its performance.mp4 66.21MB
  383. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/008 Fine-tuning our feature extraction model and evaluating its performance_en.srt 11.87KB
  384. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/009 Saving and loading our trained model.mp4 57.91MB
  385. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/009 Saving and loading our trained model_en.srt 8.98KB
  386. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/010 Downloading a pretrained model to make and evaluate predictions with.mp4 80.24MB
  387. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/010 Downloading a pretrained model to make and evaluate predictions with_en.srt 8.91KB
  388. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/011 Making predictions with our trained model on 25,250 test samples.mp4 115.73MB
  389. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/011 Making predictions with our trained model on 25,250 test samples_en.srt 16.24KB
  390. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/012 Unravelling our test dataset for comparing ground truth labels to predictions.mp4 38.12MB
  391. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/012 Unravelling our test dataset for comparing ground truth labels to predictions_en.srt 7.72KB
  392. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/013 Confirming our model's predictions are in the same order as the test labels.mp4 50.89MB
  393. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/013 Confirming our model's predictions are in the same order as the test labels_en.srt 6.77KB
  394. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/014 Creating a confusion matrix for our model's 101 different classes.mp4 162.62MB
  395. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/014 Creating a confusion matrix for our model's 101 different classes_en.srt 17.49KB
  396. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/015 Evaluating every individual class in our dataset.mp4 133.43MB
  397. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/015 Evaluating every individual class in our dataset_en.srt 19.30KB
  398. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/016 Plotting our model's F1-scores for each separate class.mp4 64.43MB
  399. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/016 Plotting our model's F1-scores for each separate class_en.srt 10.70KB
  400. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/017 Creating a function to load and prepare images for making predictions.mp4 109.16MB
  401. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/017 Creating a function to load and prepare images for making predictions_en.srt 15.80KB
  402. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/018 Making predictions on our test images and evaluating them.mp4 173.45MB
  403. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/018 Making predictions on our test images and evaluating them_en.srt 23.48KB
  404. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/019 Discussing the benefits of finding your model's most wrong predictions.mp4 59.06MB
  405. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/019 Discussing the benefits of finding your model's most wrong predictions_en.srt 9.41KB
  406. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/020 Writing code to uncover our model's most wrong predictions.mp4 110.95MB
  407. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/020 Writing code to uncover our model's most wrong predictions_en.srt 17.03KB
  408. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/021 Plotting and visualising the samples our model got most wrong.mp4 127.96MB
  409. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/021 Plotting and visualising the samples our model got most wrong_en.srt 15.46KB
  410. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/022 Making predictions on and plotting our own custom images.mp4 110.03MB
  411. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/022 Making predictions on and plotting our own custom images_en.srt 14.62KB
  412. 08 - Transfer Learning with TensorFlow Part 3 Scaling Up/023 Transfer Learning in TensorFlow Part 3 challenge, exercises and extra-curriculum.html 2.26KB
  413. 09 - Milestone Project 1 Food Vision Big™/0. Websites you may like/[CourseClub.Me].url 122B
  414. 09 - Milestone Project 1 Food Vision Big™/0. Websites you may like/[FreeCourseSite.com].url 127B
  415. 09 - Milestone Project 1 Food Vision Big™/0. Websites you may like/[GigaCourse.Com].url 49B
  416. 09 - Milestone Project 1 Food Vision Big™/001 Introduction to Milestone Project 1 Food Vision Big™.mp4 16.27MB
  417. 09 - Milestone Project 1 Food Vision Big™/001 Introduction to Milestone Project 1 Food Vision Big™_en.srt 9.18KB
  418. 09 - Milestone Project 1 Food Vision Big™/002 Making sure we have access to the right GPU for mixed precision training.mp4 87.83MB
  419. 09 - Milestone Project 1 Food Vision Big™/002 Making sure we have access to the right GPU for mixed precision training_en.srt 14.06KB
  420. 09 - Milestone Project 1 Food Vision Big™/003 Getting helper functions ready.mp4 26.46MB
  421. 09 - Milestone Project 1 Food Vision Big™/003 Getting helper functions ready_en.srt 3.94KB
  422. 09 - Milestone Project 1 Food Vision Big™/004 Introduction to TensorFlow Datasets (TFDS).mp4 99.35MB
  423. 09 - Milestone Project 1 Food Vision Big™/004 Introduction to TensorFlow Datasets (TFDS)_en.srt 17.62KB
  424. 09 - Milestone Project 1 Food Vision Big™/005 Exploring and becoming one with the data (Food101 from TensorFlow Datasets).mp4 116.56MB
  425. 09 - Milestone Project 1 Food Vision Big™/005 Exploring and becoming one with the data (Food101 from TensorFlow Datasets)_en.srt 22.34KB
  426. 09 - Milestone Project 1 Food Vision Big™/006 Creating a preprocessing function to prepare our data for modelling.mp4 132.55MB
  427. 09 - Milestone Project 1 Food Vision Big™/006 Creating a preprocessing function to prepare our data for modelling_en.srt 18.84KB
  428. 09 - Milestone Project 1 Food Vision Big™/007 Batching and preparing our datasets (to make them run fast).mp4 133.60MB
  429. 09 - Milestone Project 1 Food Vision Big™/007 Batching and preparing our datasets (to make them run fast)_en.srt 19.22KB
  430. 09 - Milestone Project 1 Food Vision Big™/008 Exploring what happens when we batch and prefetch our data.mp4 55.73MB
  431. 09 - Milestone Project 1 Food Vision Big™/008 Exploring what happens when we batch and prefetch our data_en.srt 9.41KB
  432. 09 - Milestone Project 1 Food Vision Big™/009 Creating modelling callbacks for our feature extraction model.mp4 60.33MB
  433. 09 - Milestone Project 1 Food Vision Big™/009 Creating modelling callbacks for our feature extraction model_en.srt 9.85KB
  434. 09 - Milestone Project 1 Food Vision Big™/010 Note Mixed Precision producing errors for TensorFlow 2.5+.html 1.92KB
  435. 09 - Milestone Project 1 Food Vision Big™/011 Turning on mixed precision training with TensorFlow.mp4 109.54MB
  436. 09 - Milestone Project 1 Food Vision Big™/011 Turning on mixed precision training with TensorFlow_en.srt 13.90KB
  437. 09 - Milestone Project 1 Food Vision Big™/012 Creating a feature extraction model capable of using mixed precision training.mp4 108.41MB
  438. 09 - Milestone Project 1 Food Vision Big™/012 Creating a feature extraction model capable of using mixed precision training_en.srt 17.42KB
  439. 09 - Milestone Project 1 Food Vision Big™/013 Checking to see if our model is using mixed precision training layer by layer.mp4 89.14MB
  440. 09 - Milestone Project 1 Food Vision Big™/013 Checking to see if our model is using mixed precision training layer by layer_en.srt 10.27KB
  441. 09 - Milestone Project 1 Food Vision Big™/014 Training and evaluating a feature extraction model (Food Vision Big™).mp4 76.90MB
  442. 09 - Milestone Project 1 Food Vision Big™/014 Training and evaluating a feature extraction model (Food Vision Big™)_en.srt 14.12KB
  443. 09 - Milestone Project 1 Food Vision Big™/015 Introducing your Milestone Project 1 challenge build a model to beat DeepFood.mp4 91.54MB
  444. 09 - Milestone Project 1 Food Vision Big™/015 Introducing your Milestone Project 1 challenge build a model to beat DeepFood_en.srt 11.24KB
  445. 09 - Milestone Project 1 Food Vision Big™/016 Milestone Project 1 Food Vision Big™, exercises and extra-curriculum.html 2.31KB
  446. 10 - NLP Fundamentals in TensorFlow/001 Welcome to natural language processing with TensorFlow!.html 1.03KB
  447. 10 - NLP Fundamentals in TensorFlow/002 Introduction to Natural Language Processing (NLP) and Sequence Problems.mp4 125.31MB
  448. 10 - NLP Fundamentals in TensorFlow/002 Introduction to Natural Language Processing (NLP) and Sequence Problems_en.srt 20.24KB
  449. 10 - NLP Fundamentals in TensorFlow/003 Example NLP inputs and outputs.mp4 27.75MB
  450. 10 - NLP Fundamentals in TensorFlow/003 Example NLP inputs and outputs_en.srt 11.68KB
  451. 10 - NLP Fundamentals in TensorFlow/004 The typical architecture of a Recurrent Neural Network (RNN).mp4 108.85MB
  452. 10 - NLP Fundamentals in TensorFlow/004 The typical architecture of a Recurrent Neural Network (RNN)_en.srt 13.41KB
  453. 10 - NLP Fundamentals in TensorFlow/005 Preparing a notebook for our first NLP with TensorFlow project.mp4 83.21MB
  454. 10 - NLP Fundamentals in TensorFlow/005 Preparing a notebook for our first NLP with TensorFlow project_en.srt 11.73KB
  455. 10 - NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset.mp4 162.87MB
  456. 10 - NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset_en.srt 22.19KB
  457. 10 - NLP Fundamentals in TensorFlow/007 Splitting data into training and validation sets.mp4 60.63MB
  458. 10 - NLP Fundamentals in TensorFlow/007 Splitting data into training and validation sets_en.srt 7.86KB
  459. 10 - NLP Fundamentals in TensorFlow/008 Converting text data to numbers using tokenisation and embeddings (overview).mp4 81.90MB
  460. 10 - NLP Fundamentals in TensorFlow/008 Converting text data to numbers using tokenisation and embeddings (overview)_en.srt 13.09KB
  461. 10 - NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.mp4 203.48MB
  462. 10 - NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers_en.srt 22.18KB
  463. 10 - NLP Fundamentals in TensorFlow/010 Mapping the TextVectorization layer to text data and turning it into numbers.mp4 98.91MB
  464. 10 - NLP Fundamentals in TensorFlow/010 Mapping the TextVectorization layer to text data and turning it into numbers_en.srt 15.90KB
  465. 10 - NLP Fundamentals in TensorFlow/011 Creating an Embedding layer to turn tokenised text into embedding vectors.mp4 137.69MB
  466. 10 - NLP Fundamentals in TensorFlow/011 Creating an Embedding layer to turn tokenised text into embedding vectors_en.srt 17.91KB
  467. 10 - NLP Fundamentals in TensorFlow/012 Discussing the various modelling experiments we're going to run.mp4 88.17MB
  468. 10 - NLP Fundamentals in TensorFlow/012 Discussing the various modelling experiments we're going to run_en.srt 13.77KB
  469. 10 - NLP Fundamentals in TensorFlow/013 Model 0 Building a baseline model to try and improve upon.mp4 95.08MB
  470. 10 - NLP Fundamentals in TensorFlow/013 Model 0 Building a baseline model to try and improve upon_en.srt 12.63KB
  471. 10 - NLP Fundamentals in TensorFlow/014 Creating a function to track and evaluate our model's results.mp4 151.70MB
  472. 10 - NLP Fundamentals in TensorFlow/014 Creating a function to track and evaluate our model's results_en.srt 16.71KB
  473. 10 - NLP Fundamentals in TensorFlow/015 Model 1 Building, fitting and evaluating our first deep model on text data.mp4 210.86MB
  474. 10 - NLP Fundamentals in TensorFlow/015 Model 1 Building, fitting and evaluating our first deep model on text data_en.srt 28.65KB
  475. 10 - NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4 292.27MB
  476. 10 - NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool_en.srt 29.71KB
  477. 10 - NLP Fundamentals in TensorFlow/017 High-level overview of Recurrent Neural Networks (RNNs) + where to learn more.mp4 97.64MB
  478. 10 - NLP Fundamentals in TensorFlow/017 High-level overview of Recurrent Neural Networks (RNNs) + where to learn more_en.srt 13.76KB
  479. 10 - NLP Fundamentals in TensorFlow/018 Model 2 Building, fitting and evaluating our first TensorFlow RNN model (LSTM).mp4 167.43MB
  480. 10 - NLP Fundamentals in TensorFlow/018 Model 2 Building, fitting and evaluating our first TensorFlow RNN model (LSTM)_en.srt 24.61KB
  481. 10 - NLP Fundamentals in TensorFlow/019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN.mp4 170.75MB
  482. 10 - NLP Fundamentals in TensorFlow/019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN_en.srt 23.85KB
  483. 10 - NLP Fundamentals in TensorFlow/020 Model 4 Building, fitting and evaluating a bidirectional RNN model.mp4 168.67MB
  484. 10 - NLP Fundamentals in TensorFlow/020 Model 4 Building, fitting and evaluating a bidirectional RNN model_en.srt 27.18KB
  485. 10 - NLP Fundamentals in TensorFlow/021 Discussing the intuition behind Conv1D neural networks for text and sequences.mp4 121.43MB
  486. 10 - NLP Fundamentals in TensorFlow/021 Discussing the intuition behind Conv1D neural networks for text and sequences_en.srt 26.93KB
  487. 10 - NLP Fundamentals in TensorFlow/022 Model 5 Building, fitting and evaluating a 1D CNN for text.mp4 54.19MB
  488. 10 - NLP Fundamentals in TensorFlow/022 Model 5 Building, fitting and evaluating a 1D CNN for text_en.srt 14.82KB
  489. 10 - NLP Fundamentals in TensorFlow/023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP).mp4 57.10MB
  490. 10 - NLP Fundamentals in TensorFlow/023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP)_en.srt 19.48KB
  491. 10 - NLP Fundamentals in TensorFlow/024 Model 6 Building, training and evaluating a transfer learning model for NLP.mp4 100.31MB
  492. 10 - NLP Fundamentals in TensorFlow/024 Model 6 Building, training and evaluating a transfer learning model for NLP_en.srt 15.09KB
  493. 10 - NLP Fundamentals in TensorFlow/025 Preparing subsets of data for model 7 (same as model 6 but 10% of data).mp4 91.45MB
  494. 10 - NLP Fundamentals in TensorFlow/025 Preparing subsets of data for model 7 (same as model 6 but 10% of data)_en.srt 15.31KB
  495. 10 - NLP Fundamentals in TensorFlow/026 Model 7 Building, training and evaluating a transfer learning model on 10% data.mp4 102.44MB
  496. 10 - NLP Fundamentals in TensorFlow/026 Model 7 Building, training and evaluating a transfer learning model on 10% data_en.srt 12.88KB
  497. 10 - NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it.mp4 169.82MB
  498. 10 - NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it_en.srt 17.27KB
  499. 10 - NLP Fundamentals in TensorFlow/028 Comparing all our modelling experiments evaluation metrics.mp4 117.43MB
  500. 10 - NLP Fundamentals in TensorFlow/028 Comparing all our modelling experiments evaluation metrics_en.srt 17.88KB
  501. 10 - NLP Fundamentals in TensorFlow/029 Uploading our model's training logs to TensorBoard and comparing them.mp4 111.16MB
  502. 10 - NLP Fundamentals in TensorFlow/029 Uploading our model's training logs to TensorBoard and comparing them_en.srt 15.33KB
  503. 10 - NLP Fundamentals in TensorFlow/030 Saving and loading in a trained NLP model with TensorFlow.mp4 105.91MB
  504. 10 - NLP Fundamentals in TensorFlow/030 Saving and loading in a trained NLP model with TensorFlow_en.srt 13.54KB
  505. 10 - NLP Fundamentals in TensorFlow/031 Downloading a pretrained model and preparing data to investigate predictions.mp4 132.02MB
  506. 10 - NLP Fundamentals in TensorFlow/031 Downloading a pretrained model and preparing data to investigate predictions_en.srt 16.48KB
  507. 10 - NLP Fundamentals in TensorFlow/032 Visualising our model's most wrong predictions.mp4 77.26MB
  508. 10 - NLP Fundamentals in TensorFlow/032 Visualising our model's most wrong predictions_en.srt 12.28KB
  509. 10 - NLP Fundamentals in TensorFlow/033 Making and visualising predictions on the test dataset.mp4 76.89MB
  510. 10 - NLP Fundamentals in TensorFlow/033 Making and visualising predictions on the test dataset_en.srt 11.62KB
  511. 10 - NLP Fundamentals in TensorFlow/034 Understanding the concept of the speedscore tradeoff.mp4 112.59MB
  512. 10 - NLP Fundamentals in TensorFlow/034 Understanding the concept of the speedscore tradeoff_en.srt 18.65KB
  513. 10 - NLP Fundamentals in TensorFlow/035 NLP Fundamentals in TensorFlow challenge, exercises and extra-curriculum.html 2.14KB
  514. 11 - Milestone Project 2 SkimLit/001 Introduction to Milestone Project 2 SkimLit.mp4 149.55MB
  515. 11 - Milestone Project 2 SkimLit/001 Introduction to Milestone Project 2 SkimLit_en.srt 22.02KB
  516. 11 - Milestone Project 2 SkimLit/002 What we're going to cover in Milestone Project 2 (NLP for medical abstracts).mp4 71.73MB
  517. 11 - Milestone Project 2 SkimLit/002 What we're going to cover in Milestone Project 2 (NLP for medical abstracts)_en.srt 11.87KB
  518. 11 - Milestone Project 2 SkimLit/003 SkimLit inputs and outputs.mp4 55.05MB
  519. 11 - Milestone Project 2 SkimLit/003 SkimLit inputs and outputs_en.srt 18.09KB
  520. 11 - Milestone Project 2 SkimLit/004 Setting up our notebook for Milestone Project 2 (getting the data).mp4 146.81MB
  521. 11 - Milestone Project 2 SkimLit/004 Setting up our notebook for Milestone Project 2 (getting the data)_en.srt 19.69KB
  522. 11 - Milestone Project 2 SkimLit/005 Visualising examples from the dataset (becoming one with the data).mp4 133.45MB
  523. 11 - Milestone Project 2 SkimLit/005 Visualising examples from the dataset (becoming one with the data)_en.srt 17.16KB
  524. 11 - Milestone Project 2 SkimLit/006 Writing a preprocessing function to structure our data for modelling.mp4 222.03MB
  525. 11 - Milestone Project 2 SkimLit/006 Writing a preprocessing function to structure our data for modelling_en.srt 25.97KB
  526. 11 - Milestone Project 2 SkimLit/007 Performing visual data analysis on our preprocessed text.mp4 75.11MB
  527. 11 - Milestone Project 2 SkimLit/007 Performing visual data analysis on our preprocessed text_en.srt 10.88KB
  528. 11 - Milestone Project 2 SkimLit/008 Turning our target labels into numbers (ML models require numbers).mp4 118.76MB
  529. 11 - Milestone Project 2 SkimLit/008 Turning our target labels into numbers (ML models require numbers)_en.srt 18.82KB
  530. 11 - Milestone Project 2 SkimLit/009 Model 0 Creating, fitting and evaluating a baseline model for SkimLit.mp4 81.78MB
  531. 11 - Milestone Project 2 SkimLit/009 Model 0 Creating, fitting and evaluating a baseline model for SkimLit_en.srt 11.51KB
  532. 11 - Milestone Project 2 SkimLit/010 Preparing our data for deep sequence models.mp4 85.45MB
  533. 11 - Milestone Project 2 SkimLit/010 Preparing our data for deep sequence models_en.srt 12.97KB
  534. 11 - Milestone Project 2 SkimLit/011 Creating a text vectoriser to map our tokens (text) to numbers.mp4 130.93MB
  535. 11 - Milestone Project 2 SkimLit/011 Creating a text vectoriser to map our tokens (text) to numbers_en.srt 19.03KB
  536. 11 - Milestone Project 2 SkimLit/012 Creating a custom token embedding layer with TensorFlow.mp4 101.39MB
  537. 11 - Milestone Project 2 SkimLit/012 Creating a custom token embedding layer with TensorFlow_en.srt 12.64KB
  538. 11 - Milestone Project 2 SkimLit/013 Creating fast loading dataset with the TensorFlow tf.data API.mp4 77.99MB
  539. 11 - Milestone Project 2 SkimLit/013 Creating fast loading dataset with the TensorFlow tf.data API_en.srt 12.81KB
  540. 11 - Milestone Project 2 SkimLit/014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings.mp4 170.77MB
  541. 11 - Milestone Project 2 SkimLit/014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings_en.srt 24.65KB
  542. 11 - Milestone Project 2 SkimLit/015 Preparing a pretrained embedding layer from TensorFlow Hub for Model 2.mp4 127.36MB
  543. 11 - Milestone Project 2 SkimLit/015 Preparing a pretrained embedding layer from TensorFlow Hub for Model 2_en.srt 14.99KB
  544. 11 - Milestone Project 2 SkimLit/016 Model 2 Building, fitting and evaluating a Conv1D model with token embeddings.mp4 108.17MB
  545. 11 - Milestone Project 2 SkimLit/016 Model 2 Building, fitting and evaluating a Conv1D model with token embeddings_en.srt 16.10KB
  546. 11 - Milestone Project 2 SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.mp4 198.11MB
  547. 11 - Milestone Project 2 SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer_en.srt 29.76KB
  548. 11 - Milestone Project 2 SkimLit/018 Creating a character-level embedding layer with tf.keras.layers.Embedding.mp4 66.34MB
  549. 11 - Milestone Project 2 SkimLit/018 Creating a character-level embedding layer with tf.keras.layers.Embedding_en.srt 10.42KB
  550. 11 - Milestone Project 2 SkimLit/019 Model 3 Building, fitting and evaluating a Conv1D model on character embeddings.mp4 131.99MB
  551. 11 - Milestone Project 2 SkimLit/019 Model 3 Building, fitting and evaluating a Conv1D model on character embeddings_en.srt 18.98KB
  552. 11 - Milestone Project 2 SkimLit/020 Discussing how we're going to build Model 4 (character + token embeddings).mp4 60.33MB
  553. 11 - Milestone Project 2 SkimLit/020 Discussing how we're going to build Model 4 (character + token embeddings)_en.srt 8.74KB
  554. 11 - Milestone Project 2 SkimLit/021 Model 4 Building a multi-input model (hybrid token + character embeddings).mp4 186.07MB
  555. 11 - Milestone Project 2 SkimLit/021 Model 4 Building a multi-input model (hybrid token + character embeddings)_en.srt 22.59KB
  556. 11 - Milestone Project 2 SkimLit/022 Model 4 Plotting and visually exploring different data inputs.mp4 88.69MB
  557. 11 - Milestone Project 2 SkimLit/022 Model 4 Plotting and visually exploring different data inputs_en.srt 12.31KB
  558. 11 - Milestone Project 2 SkimLit/023 Crafting multi-input fast loading tf.data datasets for Model 4.mp4 85.38MB
  559. 11 - Milestone Project 2 SkimLit/023 Crafting multi-input fast loading tf.data datasets for Model 4_en.srt 10.89KB
  560. 11 - Milestone Project 2 SkimLit/024 Model 4 Building, fitting and evaluating a hybrid embedding model.mp4 141.67MB
  561. 11 - Milestone Project 2 SkimLit/024 Model 4 Building, fitting and evaluating a hybrid embedding model_en.srt 18.60KB
  562. 11 - Milestone Project 2 SkimLit/025 Model 5 Adding positional embeddings via feature engineering (overview).mp4 44.77MB
  563. 11 - Milestone Project 2 SkimLit/025 Model 5 Adding positional embeddings via feature engineering (overview)_en.srt 10.18KB
  564. 11 - Milestone Project 2 SkimLit/026 Encoding the line number feature to used with Model 5.mp4 113.08MB
  565. 11 - Milestone Project 2 SkimLit/026 Encoding the line number feature to used with Model 5_en.srt 16.66KB
  566. 11 - Milestone Project 2 SkimLit/027 Encoding the total lines feature to be used with Model 5.mp4 64.29MB
  567. 11 - Milestone Project 2 SkimLit/027 Encoding the total lines feature to be used with Model 5_en.srt 10.15KB
  568. 11 - Milestone Project 2 SkimLit/028 Model 5 Building the foundations of a tribrid embedding model.mp4 82.24MB
  569. 11 - Milestone Project 2 SkimLit/028 Model 5 Building the foundations of a tribrid embedding model_en.srt 11.43KB
  570. 11 - Milestone Project 2 SkimLit/029 Model 5 Completing the build of a tribrid embedding model for sequences.mp4 156.37MB
  571. 11 - Milestone Project 2 SkimLit/029 Model 5 Completing the build of a tribrid embedding model for sequences_en.srt 18.15KB
  572. 11 - Milestone Project 2 SkimLit/030 Visually inspecting the architecture of our tribrid embedding model.mp4 109.10MB
  573. 11 - Milestone Project 2 SkimLit/030 Visually inspecting the architecture of our tribrid embedding model_en.srt 13.82KB
  574. 11 - Milestone Project 2 SkimLit/031 Creating multi-level data input pipelines for Model 5 with the tf.data API.mp4 101.51MB
  575. 11 - Milestone Project 2 SkimLit/031 Creating multi-level data input pipelines for Model 5 with the tf.data API_en.srt 10.74KB
  576. 11 - Milestone Project 2 SkimLit/032 Bringing SkimLit to life!!! (fitting and evaluating Model 5).mp4 47.02MB
  577. 11 - Milestone Project 2 SkimLit/032 Bringing SkimLit to life!!! (fitting and evaluating Model 5)_en.srt 14.87KB
  578. 11 - Milestone Project 2 SkimLit/033 Comparing the performance of all of our modelling experiments.mp4 78.44MB
  579. 11 - Milestone Project 2 SkimLit/033 Comparing the performance of all of our modelling experiments_en.srt 12.39KB
  580. 11 - Milestone Project 2 SkimLit/034 Saving, loading & testing our best performing model.mp4 85.10MB
  581. 11 - Milestone Project 2 SkimLit/034 Saving, loading & testing our best performing model_en.srt 10.02KB
  582. 11 - Milestone Project 2 SkimLit/035 Congratulations and your challenge before heading to the next module.mp4 137.11MB
  583. 11 - Milestone Project 2 SkimLit/035 Congratulations and your challenge before heading to the next module_en.srt 17.19KB
  584. 11 - Milestone Project 2 SkimLit/036 Milestone Project 2 (SkimLit) challenge, exercises and extra-curriculum.html 1.53KB
  585. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/001 Welcome to time series fundamentals with TensorFlow + Milestone Project 3!.html 1.32KB
  586. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/002 Introduction to Milestone Project 3 (BitPredict) & where you can get help.mp4 30.35MB
  587. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/002 Introduction to Milestone Project 3 (BitPredict) & where you can get help_en.srt 6.50KB
  588. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/003 What is a time series problem and example forecasting problems at Uber.mp4 65.65MB
  589. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/003 What is a time series problem and example forecasting problems at Uber_en.srt 13.15KB
  590. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/004 Example forecasting problems in daily life.mp4 27.18MB
  591. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/004 Example forecasting problems in daily life_en.srt 7.97KB
  592. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/005 What can be forecast.mp4 77.79MB
  593. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/005 What can be forecast_en.srt 13.13KB
  594. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/006 What we're going to cover (broadly).mp4 25.86MB
  595. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/006 What we're going to cover (broadly)_en.srt 4.45KB
  596. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/007 Time series forecasting inputs and outputs.mp4 29.21MB
  597. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/007 Time series forecasting inputs and outputs_en.srt 15.49KB
  598. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/008 Downloading and inspecting our Bitcoin historical dataset.mp4 150.28MB
  599. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/008 Downloading and inspecting our Bitcoin historical dataset_en.srt 21.38KB
  600. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/009 Different kinds of time series patterns & different amounts of feature variables.mp4 67.81MB
  601. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/009 Different kinds of time series patterns & different amounts of feature variables_en.srt 11.87KB
  602. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/010 Visualizing our Bitcoin historical data with pandas.mp4 42.28MB
  603. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/010 Visualizing our Bitcoin historical data with pandas_en.srt 7.35KB
  604. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/011 Reading in our Bitcoin data with Python's CSV module.mp4 104.02MB
  605. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/011 Reading in our Bitcoin data with Python's CSV module_en.srt 15.91KB
  606. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/012 Creating train and test splits for time series (the wrong way).mp4 63.10MB
  607. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/012 Creating train and test splits for time series (the wrong way)_en.srt 11.60KB
  608. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/013 Creating train and test splits for time series (the right way).mp4 47.95MB
  609. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/013 Creating train and test splits for time series (the right way)_en.srt 10.28KB
  610. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/014 Creating a plotting function to visualize our time series data.mp4 59.49MB
  611. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/014 Creating a plotting function to visualize our time series data_en.srt 10.30KB
  612. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/015 Discussing the various modelling experiments were going to be running.mp4 77.68MB
  613. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/015 Discussing the various modelling experiments were going to be running_en.srt 13.79KB
  614. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/016 Model 0 Making and visualizing a naive forecast model.mp4 114.77MB
  615. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/016 Model 0 Making and visualizing a naive forecast model_en.srt 17.38KB
  616. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/017 Discussing some of the most common time series evaluation metrics.mp4 99.25MB
  617. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/017 Discussing some of the most common time series evaluation metrics_en.srt 16.31KB
  618. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/018 Implementing MASE with TensorFlow.mp4 103.51MB
  619. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/018 Implementing MASE with TensorFlow_en.srt 12.85KB
  620. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/019 Creating a function to evaluate our model's forecasts with various metrics.mp4 40.99MB
  621. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/019 Creating a function to evaluate our model's forecasts with various metrics_en.srt 13.78KB
  622. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/020 Discussing other non-TensorFlow kinds of time series forecasting models.mp4 60.52MB
  623. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/020 Discussing other non-TensorFlow kinds of time series forecasting models_en.srt 7.69KB
  624. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/021 Formatting data Part 2 Creating a function to label our windowed time series.mp4 110.02MB
  625. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/021 Formatting data Part 2 Creating a function to label our windowed time series_en.srt 18.33KB
  626. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/022 Discussing the use of windows and horizons in time series data.mp4 70.89MB
  627. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/022 Discussing the use of windows and horizons in time series data_en.srt 12.74KB
  628. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/023 Writing a preprocessing function to turn time series data into windows & labels.mp4 255.36MB
  629. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/023 Writing a preprocessing function to turn time series data into windows & labels_en.srt 31.36KB
  630. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/024 Turning our windowed time series data into training and test sets.mp4 91.47MB
  631. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/024 Turning our windowed time series data into training and test sets_en.srt 13.97KB
  632. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/025 Creating a modelling checkpoint callback to save our best performing model.mp4 65.24MB
  633. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/025 Creating a modelling checkpoint callback to save our best performing model_en.srt 10.65KB
  634. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/026 Model 1 Building, compiling and fitting a deep learning model on Bitcoin data.mp4 168.96MB
  635. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/026 Model 1 Building, compiling and fitting a deep learning model on Bitcoin data_en.srt 25.72KB
  636. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/027 Creating a function to make predictions with our trained models.mp4 122.61MB
  637. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/027 Creating a function to make predictions with our trained models_en.srt 19.70KB
  638. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/028 Model 2 Building, fitting and evaluating a deep model with a larger window size.mp4 155.12MB
  639. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/028 Model 2 Building, fitting and evaluating a deep model with a larger window size_en.srt 26.52KB
  640. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/029 Model 3 Building, fitting and evaluating a model with a larger horizon size.mp4 123.72MB
  641. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/029 Model 3 Building, fitting and evaluating a model with a larger horizon size_en.srt 18.83KB
  642. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/030 Adjusting the evaluation function to work for predictions with larger horizons.mp4 90.58MB
  643. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/030 Adjusting the evaluation function to work for predictions with larger horizons_en.srt 11.06KB
  644. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/031 Model 3 Visualizing the results.mp4 87.97MB
  645. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/031 Model 3 Visualizing the results_en.srt 12.90KB
  646. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/032 Comparing our modelling experiments so far and discussing autocorrelation.mp4 93.95MB
  647. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/032 Comparing our modelling experiments so far and discussing autocorrelation_en.srt 14.18KB
  648. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/033 Preparing data for building a Conv1D model.mp4 113.77MB
  649. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/033 Preparing data for building a Conv1D model_en.srt 18.71KB
  650. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/034 Model 4 Building, fitting and evaluating a Conv1D model on our Bitcoin data.mp4 147.28MB
  651. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/034 Model 4 Building, fitting and evaluating a Conv1D model on our Bitcoin data_en.srt 20.55KB
  652. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/035 Model 5 Building, fitting and evaluating a LSTM (RNN) model on our Bitcoin data.mp4 169.17MB
  653. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/035 Model 5 Building, fitting and evaluating a LSTM (RNN) model on our Bitcoin data_en.srt 21.58KB
  654. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/036 Investigating how to turn our univariate time series into multivariate.mp4 121.26MB
  655. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/036 Investigating how to turn our univariate time series into multivariate_en.srt 17.89KB
  656. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/037 Creating and plotting a multivariate time series with BTC price and block reward.mp4 74.62MB
  657. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/037 Creating and plotting a multivariate time series with BTC price and block reward_en.srt 14.48KB
  658. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/038 Preparing our multivariate time series for a model.mp4 100.76MB
  659. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/038 Preparing our multivariate time series for a model_en.srt 17.52KB
  660. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/039 Model 6 Building, fitting and evaluating a multivariate time series model.mp4 82.32MB
  661. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/039 Model 6 Building, fitting and evaluating a multivariate time series model_en.srt 13.04KB
  662. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/040 Model 7 Discussing what we're going to be doing with the N-BEATS algorithm.mp4 105.48MB
  663. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/040 Model 7 Discussing what we're going to be doing with the N-BEATS algorithm_en.srt 13.29KB
  664. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/041 Model 7 Replicating the N-BEATS basic block with TensorFlow layer subclassing.mp4 220.27MB
  665. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/041 Model 7 Replicating the N-BEATS basic block with TensorFlow layer subclassing_en.srt 26.08KB
  666. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/042 Model 7 Testing our N-BEATS block implementation with dummy data inputs.mp4 187.75MB
  667. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/042 Model 7 Testing our N-BEATS block implementation with dummy data inputs_en.srt 21.68KB
  668. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/043 Model 7 Creating a performant data pipeline for the N-BEATS model with tf.data.mp4 124.17MB
  669. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/043 Model 7 Creating a performant data pipeline for the N-BEATS model with tf.data_en.srt 19.14KB
  670. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/044 Model 7 Setting up hyperparameters for the N-BEATS algorithm.mp4 65.46MB
  671. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/044 Model 7 Setting up hyperparameters for the N-BEATS algorithm_en.srt 13.00KB
  672. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/045 Model 7 Getting ready for residual connections.mp4 150.50MB
  673. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/045 Model 7 Getting ready for residual connections_en.srt 17.16KB
  674. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/046 Model 7 Outlining the steps we're going to take to build the N-BEATS model.mp4 108.16MB
  675. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/046 Model 7 Outlining the steps we're going to take to build the N-BEATS model_en.srt 13.76KB
  676. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/047 Model 7 Putting together the pieces of the puzzle of the N-BEATS model.mp4 242.49MB
  677. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/047 Model 7 Putting together the pieces of the puzzle of the N-BEATS model_en.srt 30.10KB
  678. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/048 Model 7 Plotting the N-BEATS algorithm we've created and admiring its beauty.mp4 24.06MB
  679. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/048 Model 7 Plotting the N-BEATS algorithm we've created and admiring its beauty_en.srt 10.49KB
  680. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/049 Model 8 Ensemble model overview.mp4 38.00MB
  681. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/049 Model 8 Ensemble model overview_en.srt 6.91KB
  682. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/050 Model 8 Building, compiling and fitting an ensemble of models.mp4 182.62MB
  683. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/050 Model 8 Building, compiling and fitting an ensemble of models_en.srt 28.80KB
  684. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/051 Model 8 Making and evaluating predictions with our ensemble model.mp4 185.30MB
  685. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/051 Model 8 Making and evaluating predictions with our ensemble model_en.srt 22.44KB
  686. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/052 Discussing the importance of prediction intervals in forecasting.mp4 114.58MB
  687. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/052 Discussing the importance of prediction intervals in forecasting_en.srt 16.84KB
  688. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/053 Getting the upper and lower bounds of our prediction intervals.mp4 70.44MB
  689. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/053 Getting the upper and lower bounds of our prediction intervals_en.srt 10.41KB
  690. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/054 Plotting the prediction intervals of our ensemble model predictions.mp4 117.79MB
  691. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/054 Plotting the prediction intervals of our ensemble model predictions_en.srt 17.47KB
  692. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/055 (Optional) Discussing the types of uncertainty in machine learning.mp4 115.74MB
  693. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/055 (Optional) Discussing the types of uncertainty in machine learning_en.srt 18.48KB
  694. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/056 Model 9 Preparing data to create a model capable of predicting into the future.mp4 75.59MB
  695. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/056 Model 9 Preparing data to create a model capable of predicting into the future_en.srt 10.66KB
  696. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/057 Model 9 Building, compiling and fitting a future predictions model.mp4 40.39MB
  697. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/057 Model 9 Building, compiling and fitting a future predictions model_en.srt 7.10KB
  698. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/058 Model 9 Discussing what's required for our model to make future predictions.mp4 63.70MB
  699. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/058 Model 9 Discussing what's required for our model to make future predictions_en.srt 11.48KB
  700. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/059 Model 9 Creating a function to make forecasts into the future.mp4 80.27MB
  701. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/059 Model 9 Creating a function to make forecasts into the future_en.srt 15.85KB
  702. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/060 Model 9 Plotting our model's future forecasts.mp4 106.84MB
  703. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/060 Model 9 Plotting our model's future forecasts_en.srt 17.28KB
  704. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/061 Model 10 Introducing the turkey problem and making data for it.mp4 93.51MB
  705. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/061 Model 10 Introducing the turkey problem and making data for it_en.srt 19.17KB
  706. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/062 Model 10 Building a model to predict on turkey data (why forecasting is BS).mp4 112.33MB
  707. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/062 Model 10 Building a model to predict on turkey data (why forecasting is BS)_en.srt 18.89KB
  708. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/063 Comparing the results of all of our models and discussing where to go next.mp4 110.30MB
  709. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/063 Comparing the results of all of our models and discussing where to go next_en.srt 19.58KB
  710. 12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/064 TensorFlow Time Series Fundamentals Challenge and Extra Resources.html 1.86KB
  711. 13 - Passing the TensorFlow Developer Certificate Exam/0. Websites you may like/[CourseClub.Me].url 122B
  712. 13 - Passing the TensorFlow Developer Certificate Exam/0. Websites you may like/[FreeCourseSite.com].url 127B
  713. 13 - Passing the TensorFlow Developer Certificate Exam/0. Websites you may like/[GigaCourse.Com].url 49B
  714. 13 - Passing the TensorFlow Developer Certificate Exam/001 Get ready to be TensorFlow Developer Certified!.html 1.63KB
  715. 13 - Passing the TensorFlow Developer Certificate Exam/002 What is the TensorFlow Developer Certification.mp4 46.95MB
  716. 13 - Passing the TensorFlow Developer Certificate Exam/002 What is the TensorFlow Developer Certification_en.srt 8.43KB
  717. 13 - Passing the TensorFlow Developer Certificate Exam/003 Why the TensorFlow Developer Certification.mp4 53.21MB
  718. 13 - Passing the TensorFlow Developer Certificate Exam/003 Why the TensorFlow Developer Certification_en.srt 11.37KB
  719. 13 - Passing the TensorFlow Developer Certificate Exam/004 How to prepare (your brain) for the TensorFlow Developer Certification.mp4 100.88MB
  720. 13 - Passing the TensorFlow Developer Certificate Exam/004 How to prepare (your brain) for the TensorFlow Developer Certification_en.srt 13.01KB
  721. 13 - Passing the TensorFlow Developer Certificate Exam/005 How to prepare (your computer) for the TensorFlow Developer Certification.mp4 142.79MB
  722. 13 - Passing the TensorFlow Developer Certificate Exam/005 How to prepare (your computer) for the TensorFlow Developer Certification_en.srt 20.49KB
  723. 13 - Passing the TensorFlow Developer Certificate Exam/006 What to do after the TensorFlow Developer Certification exam.mp4 17.08MB
  724. 13 - Passing the TensorFlow Developer Certificate Exam/006 What to do after the TensorFlow Developer Certification exam_en.srt 3.92KB
  725. 14 - Where To Go From Here/001 Become An Alumni.html 944B
  726. 14 - Where To Go From Here/002 LinkedIn Endorsements.html 1.37KB
  727. 14 - Where To Go From Here/003 TensorFlow Certificate.html 385B
  728. 15 - Appendix Machine Learning Primer/001 Quick Note Upcoming Videos.html 706B
  729. 15 - Appendix Machine Learning Primer/002 What is Machine Learning.mp4 18.65MB
  730. 15 - Appendix Machine Learning Primer/002 What is Machine Learning_en.srt 8.96KB
  731. 15 - Appendix Machine Learning Primer/003 AIMachine LearningData Science.mp4 20.19MB
  732. 15 - Appendix Machine Learning Primer/003 AIMachine LearningData Science_en.srt 6.45KB
  733. 15 - Appendix Machine Learning Primer/004 Exercise Machine Learning Playground.mp4 37.41MB
  734. 15 - Appendix Machine Learning Primer/004 Exercise Machine Learning Playground_en.srt 8.13KB
  735. 15 - Appendix Machine Learning Primer/004 https-teachablemachine.withgoogle.com-.url 64B
  736. 15 - Appendix Machine Learning Primer/005 How Did We Get Here.mp4 31.75MB
  737. 15 - Appendix Machine Learning Primer/005 How Did We Get Here_en.srt 7.34KB
  738. 15 - Appendix Machine Learning Primer/006 Exercise YouTube Recommendation Engine.mp4 9.18MB
  739. 15 - Appendix Machine Learning Primer/006 Exercise YouTube Recommendation Engine_en.srt 5.62KB
  740. 15 - Appendix Machine Learning Primer/006 https-ml-playground.com-.url 51B
  741. 15 - Appendix Machine Learning Primer/007 Types of Machine Learning.mp4 9.85MB
  742. 15 - Appendix Machine Learning Primer/007 Types of Machine Learning_en.srt 5.51KB
  743. 15 - Appendix Machine Learning Primer/008 Are You Getting It Yet.html 160B
  744. 15 - Appendix Machine Learning Primer/009 What Is Machine Learning Round 2.mp4 12.24MB
  745. 15 - Appendix Machine Learning Primer/009 What Is Machine Learning Round 2_en.srt 6.25KB
  746. 15 - Appendix Machine Learning Primer/010 Section Review.mp4 2.84MB
  747. 15 - Appendix Machine Learning Primer/010 Section Review_en.srt 2.20KB
  748. 15 - Appendix Machine Learning Primer/external-links.txt 149B
  749. 16 - Appendix Machine Learning and Data Science Framework/0. Websites you may like/[CourseClub.Me].url 122B
  750. 16 - Appendix Machine Learning and Data Science Framework/0. Websites you may like/[FreeCourseSite.com].url 127B
  751. 16 - Appendix Machine Learning and Data Science Framework/0. Websites you may like/[GigaCourse.Com].url 49B
  752. 16 - Appendix Machine Learning and Data Science Framework/001 Quick Note Upcoming Videos.html 706B
  753. 16 - Appendix Machine Learning and Data Science Framework/002 Section Overview.mp4 6.56MB
  754. 16 - Appendix Machine Learning and Data Science Framework/002 Section Overview_en.srt 4.79KB
  755. 16 - Appendix Machine Learning and Data Science Framework/003 Introducing Our Framework.mp4 4.41MB
  756. 16 - Appendix Machine Learning and Data Science Framework/003 Introducing Our Framework_en.srt 3.70KB
  757. 16 - Appendix Machine Learning and Data Science Framework/004 6 Step Machine Learning Framework.mp4 10.35MB
  758. 16 - Appendix Machine Learning and Data Science Framework/004 6 Step Machine Learning Framework_en.srt 6.86KB
  759. 16 - Appendix Machine Learning and Data Science Framework/004 6-Step-Guide.url 110B
  760. 16 - Appendix Machine Learning and Data Science Framework/005 Types of Machine Learning Problems.mp4 26.58MB
  761. 16 - Appendix Machine Learning and Data Science Framework/005 Types of Machine Learning Problems_en.srt 14.46KB
  762. 16 - Appendix Machine Learning and Data Science Framework/006 Types of Data.mp4 20.61MB
  763. 16 - Appendix Machine Learning and Data Science Framework/006 Types of Data_en.srt 6.49KB
  764. 16 - Appendix Machine Learning and Data Science Framework/007 Types of Evaluation.mp4 6.67MB
  765. 16 - Appendix Machine Learning and Data Science Framework/007 Types of Evaluation_en.srt 4.56KB
  766. 16 - Appendix Machine Learning and Data Science Framework/008 Features In Data.mp4 17.83MB
  767. 16 - Appendix Machine Learning and Data Science Framework/008 Features In Data_en.srt 6.88KB
  768. 16 - Appendix Machine Learning and Data Science Framework/009 Modelling - Splitting Data.mp4 13.75MB
  769. 16 - Appendix Machine Learning and Data Science Framework/009 Modelling - Splitting Data_en.srt 7.80KB
  770. 16 - Appendix Machine Learning and Data Science Framework/010 Modelling - Picking the Model.mp4 8.93MB
  771. 16 - Appendix Machine Learning and Data Science Framework/010 Modelling - Picking the Model_en.srt 6.24KB
  772. 16 - Appendix Machine Learning and Data Science Framework/011 Modelling - Tuning.mp4 6.31MB
  773. 16 - Appendix Machine Learning and Data Science Framework/011 Modelling - Tuning_en.srt 5.09KB
  774. 16 - Appendix Machine Learning and Data Science Framework/012 Modelling - Comparison.mp4 18.67MB
  775. 16 - Appendix Machine Learning and Data Science Framework/012 Modelling - Comparison_en.srt 13.32KB
  776. 16 - Appendix Machine Learning and Data Science Framework/013 Overfitting and Underfitting Definitions.html 1.95KB
  777. 16 - Appendix Machine Learning and Data Science Framework/014 Experimentation.mp4 11.95MB
  778. 16 - Appendix Machine Learning and Data Science Framework/014 Experimentation_en.srt 5.09KB
  779. 16 - Appendix Machine Learning and Data Science Framework/015 Tools We Will Use.mp4 13.24MB
  780. 16 - Appendix Machine Learning and Data Science Framework/015 Tools We Will Use_en.srt 6.08KB
  781. 16 - Appendix Machine Learning and Data Science Framework/016 Optional Elements of AI.html 975B
  782. 16 - Appendix Machine Learning and Data Science Framework/external-links.txt 108B
  783. 17 - Appendix Pandas for Data Analysis/001 Quick Note Upcoming Videos.html 706B
  784. 17 - Appendix Pandas for Data Analysis/002 Section Overview.mp4 5.26MB
  785. 17 - Appendix Pandas for Data Analysis/002 Section Overview_en.srt 3.69KB
  786. 17 - Appendix Pandas for Data Analysis/003 Downloading Workbooks and Assignments.html 967B
  787. 17 - Appendix Pandas for Data Analysis/004 10-Minutes-to-pandas.url 90B
  788. 17 - Appendix Pandas for Data Analysis/004 Intro-to-pandas-code.url 154B
  789. 17 - Appendix Pandas for Data Analysis/004 Intro-to-pandas-notes.url 148B
  790. 17 - Appendix Pandas for Data Analysis/004 Pandas Introduction.mp4 11.35MB
  791. 17 - Appendix Pandas for Data Analysis/004 Pandas Introduction_en.srt 6.91KB
  792. 17 - Appendix Pandas for Data Analysis/005 Series, Data Frames and CSVs.mp4 94.60MB
  793. 17 - Appendix Pandas for Data Analysis/005 Series, Data Frames and CSVs_en.srt 18.45KB
  794. 17 - Appendix Pandas for Data Analysis/005 pandas-anatomy-of-a-dataframe.png 333.24KB
  795. 17 - Appendix Pandas for Data Analysis/006 Data from URLs.html 1.08KB
  796. 17 - Appendix Pandas for Data Analysis/007 Describing Data with Pandas.mp4 64.97MB
  797. 17 - Appendix Pandas for Data Analysis/007 Describing Data with Pandas_en.srt 14.23KB
  798. 17 - Appendix Pandas for Data Analysis/008 Selecting and Viewing Data with Pandas.mp4 53.26MB
  799. 17 - Appendix Pandas for Data Analysis/008 Selecting and Viewing Data with Pandas_en.srt 15.22KB
  800. 17 - Appendix Pandas for Data Analysis/008 car-sales.csv 369B
  801. 17 - Appendix Pandas for Data Analysis/009 Selecting and Viewing Data with Pandas Part 2.mp4 106.97MB
  802. 17 - Appendix Pandas for Data Analysis/009 Selecting and Viewing Data with Pandas Part 2_en.srt 18.95KB
  803. 17 - Appendix Pandas for Data Analysis/010 Manipulating Data.mp4 105.18MB
  804. 17 - Appendix Pandas for Data Analysis/010 Manipulating Data_en.srt 18.56KB
  805. 17 - Appendix Pandas for Data Analysis/010 car-sales-missing-data.csv 287B
  806. 17 - Appendix Pandas for Data Analysis/010 https-jakevdp.github.io-PythonDataScienceHandbook-03.00-introduction-to-pandas.html.url 109B
  807. 17 - Appendix Pandas for Data Analysis/011 Manipulating Data 2.mp4 86.90MB
  808. 17 - Appendix Pandas for Data Analysis/011 Manipulating Data 2_en.srt 14.82KB
  809. 17 - Appendix Pandas for Data Analysis/011 pandas-anatomy-of-a-dataframe.png 333.24KB
  810. 17 - Appendix Pandas for Data Analysis/012 Manipulating Data 3.mp4 78.95MB
  811. 17 - Appendix Pandas for Data Analysis/012 Manipulating Data 3_en.srt 14.01KB
  812. 17 - Appendix Pandas for Data Analysis/012 Pandas-video-code.url 154B
  813. 17 - Appendix Pandas for Data Analysis/012 Pandas-video-notes.url 148B
  814. 17 - Appendix Pandas for Data Analysis/013 Assignment Pandas Practice.html 2.05KB
  815. 17 - Appendix Pandas for Data Analysis/014 Course-Notes.url 71B
  816. 17 - Appendix Pandas for Data Analysis/014 How To Download The Course Assignments.mp4 67.54MB
  817. 17 - Appendix Pandas for Data Analysis/014 How To Download The Course Assignments_en.srt 11.24KB
  818. 17 - Appendix Pandas for Data Analysis/014 https-colab.research.google.com-.url 58B
  819. 17 - Appendix Pandas for Data Analysis/external-links.txt 1.02KB
  820. 18 - Appendix NumPy/001 Quick Note Upcoming Videos.html 706B
  821. 18 - Appendix NumPy/002 Section Overview.mp4 12.83MB
  822. 18 - Appendix NumPy/002 Section Overview_en.srt 3.25KB
  823. 18 - Appendix NumPy/003 NumPy Introduction.mp4 14.00MB
  824. 18 - Appendix NumPy/003 NumPy Introduction_en.srt 7.60KB
  825. 18 - Appendix NumPy/003 NumPy-Notes.url 147B
  826. 18 - Appendix NumPy/003 NumPy-Video-code.url 153B
  827. 18 - Appendix NumPy/003 https-numpy.org-doc-.url 46B
  828. 18 - Appendix NumPy/004 Quick Note Correction In Next Video.html 1.24KB
  829. 18 - Appendix NumPy/005 NumPy DataTypes and Attributes.mp4 69.10MB
  830. 18 - Appendix NumPy/005 NumPy DataTypes and Attributes_en.srt 20.04KB
  831. 18 - Appendix NumPy/006 Creating NumPy Arrays.mp4 58.33MB
  832. 18 - Appendix NumPy/006 Creating NumPy Arrays_en.srt 12.46KB
  833. 18 - Appendix NumPy/007 NumPy Random Seed.mp4 37.31MB
  834. 18 - Appendix NumPy/007 NumPy Random Seed_en.srt 10.45KB
  835. 18 - Appendix NumPy/008 Viewing Arrays and Matrices.mp4 61.11MB
  836. 18 - Appendix NumPy/008 Viewing Arrays and Matrices_en.srt 13.86KB
  837. 18 - Appendix NumPy/009 Manipulating Arrays.mp4 70.42MB
  838. 18 - Appendix NumPy/009 Manipulating Arrays_en.srt 17.15KB
  839. 18 - Appendix NumPy/009 https-www.mathsisfun.com-data-standard-deviation.html.url 79B
  840. 18 - Appendix NumPy/010 Manipulating Arrays 2.mp4 66.94MB
  841. 18 - Appendix NumPy/010 Manipulating Arrays 2_en.srt 12.01KB
  842. 18 - Appendix NumPy/010 https-www.mathsisfun.com-data-standard-deviation.html.url 79B
  843. 18 - Appendix NumPy/011 Standard Deviation and Variance.mp4 37.74MB
  844. 18 - Appendix NumPy/011 Standard Deviation and Variance_en.srt 9.82KB
  845. 18 - Appendix NumPy/011 https-www.mathsisfun.com-data-standard-deviation.html.url 79B
  846. 18 - Appendix NumPy/012 Reshape and Transpose.mp4 53.52MB
  847. 18 - Appendix NumPy/012 Reshape and Transpose_en.srt 9.68KB
  848. 18 - Appendix NumPy/013 Dot Product vs Element Wise.mp4 72.22MB
  849. 18 - Appendix NumPy/013 Dot Product vs Element Wise_en.srt 15.89KB
  850. 18 - Appendix NumPy/013 https-www.mathsisfun.com-algebra-matrix-multiplying.html.url 82B
  851. 18 - Appendix NumPy/014 Exercise Nut Butter Store Sales.mp4 90.54MB
  852. 18 - Appendix NumPy/014 Exercise Nut Butter Store Sales_en.srt 17.41KB
  853. 18 - Appendix NumPy/015 Comparison Operators.mp4 22.58MB
  854. 18 - Appendix NumPy/015 Comparison Operators_en.srt 5.22KB
  855. 18 - Appendix NumPy/016 Sorting Arrays.mp4 25.16MB
  856. 18 - Appendix NumPy/016 Sorting Arrays_en.srt 8.95KB
  857. 18 - Appendix NumPy/017 NumPy-Video-code.url 153B
  858. 18 - Appendix NumPy/017 Section-Notes.url 147B
  859. 18 - Appendix NumPy/017 Turn Images Into NumPy Arrays.mp4 88.11MB
  860. 18 - Appendix NumPy/017 Turn Images Into NumPy Arrays_en.srt 10.60KB
  861. 18 - Appendix NumPy/017 numpy-images.zip 7.27MB
  862. 18 - Appendix NumPy/018 Assignment NumPy Practice.html 2.17KB
  863. 18 - Appendix NumPy/019 Optional Extra NumPy resources.html 1.02KB
  864. 18 - Appendix NumPy/external-links.txt 1.10KB
  865. 19 - BONUS SECTION/001 Special Bonus Lecture.html 1.21KB