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  1. 1. Course Overview, Installs, and Setup/1. Auto-Welcome Message.html 1.0 KB
  2. 1. Course Overview, Installs, and Setup/2. Course Overview.mp4 26.2 MB
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  4. 1. Course Overview, Installs, and Setup/3. Course Setup and Installation.mp4 152.4 MB
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  6. 1. Course Overview, Installs, and Setup/3.1 FINAL_TF2_FILES.zip 99.3 MB
  7. 1. Course Overview, Installs, and Setup/3.2 requirements.txt 138 bytes
  8. 1. Course Overview, Installs, and Setup/4. FAQ - Frequently Asked Questions.html 5.3 KB
  9. 1. Course Overview, Installs, and Setup/4.1 FINAL_TF2_FILES.zip 99.3 MB
  10. 10. Natural Language Processing/1. Introduction to NLP Section.mp4 35.1 MB
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  12. 10. Natural Language Processing/2. NLP - Part One - The Data.mp4 22.3 MB
  13. 10. Natural Language Processing/2. NLP - Part One - The Data.srt 6.9 KB
  14. 10. Natural Language Processing/3. NLP - Part Two - Text Processing.mp4 22.9 MB
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  16. 10. Natural Language Processing/4. NLP - Part Three - Creating Batches.mp4 81.7 MB
  17. 10. Natural Language Processing/4. NLP - Part Three - Creating Batches.srt 17.9 KB
  18. 10. Natural Language Processing/5. NLP - Part Four - Creating the Model.mp4 64.3 MB
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  20. 10. Natural Language Processing/6. NLP - Part Five - Training the Model.mp4 65.3 MB
  21. 10. Natural Language Processing/6. NLP - Part Five - Training the Model.srt 13.8 KB
  22. 10. Natural Language Processing/7. NLP - Part Six - Generating Text.mp4 52.3 MB
  23. 10. Natural Language Processing/7. NLP - Part Six - Generating Text.srt 11.7 KB
  24. 10. Natural Language Processing/Download Paid Udemy Courses For Free.url 116 bytes
  25. 10. Natural Language Processing/GetFreeCourses.Co.url 116 bytes
  26. 10. Natural Language Processing/How you can help GetFreeCourses.Co.txt 182 bytes
  27. 11. AutoEncoders/1. Introduction to Autoencoders.mp4 20.9 MB
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  29. 11. AutoEncoders/2. Autoencoder Basics.mp4 42.6 MB
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  31. 11. AutoEncoders/3. Autoencoder for Dimensionality Reduction.mp4 117.5 MB
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  33. 11. AutoEncoders/4. Autoencoder for Images - Part One.mp4 94.1 MB
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  35. 11. AutoEncoders/5. Autoencoder for Images - Part Two - Noise Removal.mp4 60.5 MB
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  37. 11. AutoEncoders/6. Autoencoder Exercise Overview.mp4 33.9 MB
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  39. 11. AutoEncoders/7. Autoencoder Exercise - Solutions.mp4 77.8 MB
  40. 11. AutoEncoders/7. Autoencoder Exercise - Solutions.srt 13.9 KB
  41. 12. Generative Adversarial Networks/1. GANs Overview.mp4 53.9 MB
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  43. 12. Generative Adversarial Networks/2. Creating a GAN - Part One- The Data.mp4 19.1 MB
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  45. 12. Generative Adversarial Networks/3. Creating a GAN - Part Two - The Model.mp4 69.8 MB
  46. 12. Generative Adversarial Networks/3. Creating a GAN - Part Two - The Model.srt 17.3 KB
  47. 12. Generative Adversarial Networks/4. Creating a GAN - Part Three - Model Training.mp4 131.6 MB
  48. 12. Generative Adversarial Networks/4. Creating a GAN - Part Three - Model Training.srt 34.2 KB
  49. 12. Generative Adversarial Networks/5. DCGAN - Deep Convolutional Generative Adversarial Networks.mp4 57.2 MB
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  51. 13. Deployment/1. Introduction to Deployment.mp4 23.4 MB
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  53. 13. Deployment/2. Creating the Model.mp4 87.1 MB
  54. 13. Deployment/2. Creating the Model.srt 22.2 KB
  55. 13. Deployment/3. Model Prediction Function.mp4 53.0 MB
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  59. 13. Deployment/5. Flask Postman API.mp4 69.1 MB
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  61. 13. Deployment/6. Flask API - Using Requests Programmatically.mp4 19.9 MB
  62. 13. Deployment/6. Flask API - Using Requests Programmatically.srt 5.7 KB
  63. 13. Deployment/7. Flask Front End.mp4 149.6 MB
  64. 13. Deployment/7. Flask Front End.srt 26.3 KB
  65. 13. Deployment/8. Live Deployment to the Web.mp4 126.5 MB
  66. 13. Deployment/8. Live Deployment to the Web.srt 24.4 KB
  67. 2. COURSE OVERVIEW CONFIRMATION/1. PLEASE WATCH COURSE OVERVIEW LECTURE.html 165 bytes
  68. 3. NumPy Crash Course/1. Introduction to NumPy.mp4 11.4 MB
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  77. 3. NumPy Crash Course/5. NumPy Exercises.srt 2.1 KB
  78. 3. NumPy Crash Course/6. Numpy Exercises - Solutions.mp4 48.6 MB
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  80. 4. Pandas Crash Course/1. Introduction to Pandas.mp4 25.5 MB
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  82. 4. Pandas Crash Course/10. Pandas Exercises - Solutions.mp4 51.5 MB
  83. 4. Pandas Crash Course/10. Pandas Exercises - Solutions.srt 10.0 KB
  84. 4. Pandas Crash Course/2. Pandas Series.mp4 37.9 MB
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  90. 4. Pandas Crash Course/5. Pandas Missing Data.mp4 44.1 MB
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  92. 4. Pandas Crash Course/6. GroupBy Operations.mp4 56.4 MB
  93. 4. Pandas Crash Course/6. GroupBy Operations.srt 14.0 KB
  94. 4. Pandas Crash Course/7. Pandas Operations.mp4 61.2 MB
  95. 4. Pandas Crash Course/7. Pandas Operations.srt 18.7 KB
  96. 4. Pandas Crash Course/8. Data Input and Output.mp4 93.5 MB
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  98. 4. Pandas Crash Course/9. Pandas Exercises.mp4 23.5 MB
  99. 4. Pandas Crash Course/9. Pandas Exercises.srt 4.3 KB
  100. 4. Pandas Crash Course/Download Paid Udemy Courses For Free.url 116 bytes
  101. 4. Pandas Crash Course/GetFreeCourses.Co.url 116 bytes
  102. 4. Pandas Crash Course/How you can help GetFreeCourses.Co.txt 182 bytes
  103. 5. Visualization Crash Course/1. Introduction to Python Visualization.mp4 6.8 MB
  104. 5. Visualization Crash Course/1. Introduction to Python Visualization.srt 2.0 KB
  105. 5. Visualization Crash Course/2. Matplotlib Basics.mp4 41.0 MB
  106. 5. Visualization Crash Course/2. Matplotlib Basics.srt 13.4 KB
  107. 5. Visualization Crash Course/3. Seaborn Basics.mp4 91.8 MB
  108. 5. Visualization Crash Course/3. Seaborn Basics.srt 24.4 KB
  109. 5. Visualization Crash Course/4. Data Visualization Exercises.mp4 22.8 MB
  110. 5. Visualization Crash Course/4. Data Visualization Exercises.srt 5.1 KB
  111. 5. Visualization Crash Course/5. Data Visualization Exercises - Solutions.mp4 50.5 MB
  112. 5. Visualization Crash Course/5. Data Visualization Exercises - Solutions.srt 10.8 KB
  113. 6. Machine Learning Concepts Overview/1. What is Machine Learning.mp4 28.2 MB
  114. 6. Machine Learning Concepts Overview/1. What is Machine Learning.srt 8.1 KB
  115. 6. Machine Learning Concepts Overview/2. Supervised Learning Overview.mp4 40.0 MB
  116. 6. Machine Learning Concepts Overview/2. Supervised Learning Overview.srt 12.3 KB
  117. 6. Machine Learning Concepts Overview/3. Overfitting.mp4 26.3 MB
  118. 6. Machine Learning Concepts Overview/3. Overfitting.srt 11.8 KB
  119. 6. Machine Learning Concepts Overview/4. Evaluating Performance - Classification Error Metrics.mp4 82.7 MB
  120. 6. Machine Learning Concepts Overview/4. Evaluating Performance - Classification Error Metrics.srt 24.7 KB
  121. 6. Machine Learning Concepts Overview/5. Evaluating Performance - Regression Error Metrics.mp4 23.7 MB
  122. 6. Machine Learning Concepts Overview/5. Evaluating Performance - Regression Error Metrics.srt 8.4 KB
  123. 6. Machine Learning Concepts Overview/6. Unsupervised Learning.mp4 18.8 MB
  124. 6. Machine Learning Concepts Overview/6. Unsupervised Learning.srt 7.0 KB
  125. 7. Basic Artificial Neural Networks - ANNs/1. Introduction to ANN Section.mp4 9.7 MB
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  127. 7. Basic Artificial Neural Networks - ANNs/10. Keras Syntax Basics - Part Two - Creating and Training the Model.mp4 84.6 MB
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  129. 7. Basic Artificial Neural Networks - ANNs/11. Keras Syntax Basics - Part Three - Model Evaluation.mp4 65.0 MB
  130. 7. Basic Artificial Neural Networks - ANNs/11. Keras Syntax Basics - Part Three - Model Evaluation.srt 16.7 KB
  131. 7. Basic Artificial Neural Networks - ANNs/12. Keras Regression Code Along - Exploratory Data Analysis.mp4 137.1 MB
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  133. 7. Basic Artificial Neural Networks - ANNs/13. Keras Regression Code Along - Exploratory Data Analysis - Continued.mp4 76.2 MB
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  135. 7. Basic Artificial Neural Networks - ANNs/14. Keras Regression Code Along - Data Preprocessing and Creating a Model.mp4 47.0 MB
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  137. 7. Basic Artificial Neural Networks - ANNs/15. Keras Regression Code Along - Model Evaluation and Predictions.mp4 68.9 MB
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  139. 7. Basic Artificial Neural Networks - ANNs/16. Keras Classification Code Along - EDA and Preprocessing.mp4 56.2 MB
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  141. 7. Basic Artificial Neural Networks - ANNs/17. Keras Classification - Dealing with Overfitting and Evaluation.mp4 111.3 MB
  142. 7. Basic Artificial Neural Networks - ANNs/17. Keras Classification - Dealing with Overfitting and Evaluation.srt 23.9 KB
  143. 7. Basic Artificial Neural Networks - ANNs/18. TensorFlow 2.0 Keras Project Options Overview.mp4 7.9 MB
  144. 7. Basic Artificial Neural Networks - ANNs/18. TensorFlow 2.0 Keras Project Options Overview.srt 2.5 KB
  145. 7. Basic Artificial Neural Networks - ANNs/19. TensorFlow 2.0 Keras Project Notebook Overview.mp4 80.6 MB
  146. 7. Basic Artificial Neural Networks - ANNs/19. TensorFlow 2.0 Keras Project Notebook Overview.srt 12.4 KB
  147. 7. Basic Artificial Neural Networks - ANNs/2. Perceptron Model.mp4 47.8 MB
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  149. 7. Basic Artificial Neural Networks - ANNs/20. Keras Project Solutions - Exploratory Data Analysis.mp4 143.6 MB
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  151. 7. Basic Artificial Neural Networks - ANNs/21. Keras Project Solutions - Dealing with Missing Data.mp4 96.8 MB
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  161. 7. Basic Artificial Neural Networks - ANNs/26. Keras Project Solutions - Model Evaluation.mp4 63.2 MB
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  163. 7. Basic Artificial Neural Networks - ANNs/27. Tensorboard.mp4 144.2 MB
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  171. 7. Basic Artificial Neural Networks - ANNs/6. Cost Functions and Gradient Descent.mp4 75.7 MB
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  175. 7. Basic Artificial Neural Networks - ANNs/7.1 Great walkthrough for BackPropagation!.html 112 bytes
  176. 7. Basic Artificial Neural Networks - ANNs/8. TensorFlow vs. Keras Explained.mp4 10.5 MB
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  178. 7. Basic Artificial Neural Networks - ANNs/9. Keras Syntax Basics - Part One - Preparing the Data.mp4 50.5 MB
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  180. 7. Basic Artificial Neural Networks - ANNs/Download Paid Udemy Courses For Free.url 116 bytes
  181. 7. Basic Artificial Neural Networks - ANNs/GetFreeCourses.Co.url 116 bytes
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  183. 8. Convolutional Neural Networks - CNNs/1. CNN Section Overview.mp4 7.5 MB
  184. 8. Convolutional Neural Networks - CNNs/1. CNN Section Overview.srt 2.5 KB
  185. 8. Convolutional Neural Networks - CNNs/10. CNN on CIFAR-10 - Part Two - Evaluating the Model.mp4 45.3 MB
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  187. 8. Convolutional Neural Networks - CNNs/11. Downloading Data Set for Real Image Lectures.mp4 28.2 MB
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  189. 8. Convolutional Neural Networks - CNNs/11.1 Direct Link to Download cell_images.zip (Note You can't preview a zip file) Just download it..html 127 bytes
  190. 8. Convolutional Neural Networks - CNNs/12. CNN on Real Image Files - Part One - Reading in the Data.mp4 80.7 MB
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  196. 8. Convolutional Neural Networks - CNNs/15. CNN on Real Image Files - Part Four - Evaluating the Model.mp4 47.1 MB
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  208. 8. Convolutional Neural Networks - CNNs/5. MNIST Data Set Overview.mp4 21.1 MB
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  218. 9. Recurrent Neural Networks - RNNs/1. RNN Section Overview.mp4 10.9 MB
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  220. 9. Recurrent Neural Networks - RNNs/10. RNN on a Time Series - Part One.mp4 45.0 MB
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  228. 9. Recurrent Neural Networks - RNNs/14. Bonus - Multivariate Time Series - RNN and LSTMs.mp4 149.3 MB
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  230. 9. Recurrent Neural Networks - RNNs/2. RNN Basic Theory.mp4 30.0 MB
  231. 9. Recurrent Neural Networks - RNNs/2. RNN Basic Theory.srt 11.4 KB
  232. 9. Recurrent Neural Networks - RNNs/3. Vanishing Gradients.mp4 28.1 MB
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  234. 9. Recurrent Neural Networks - RNNs/4. LSTMS and GRU.mp4 42.0 MB
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  236. 9. Recurrent Neural Networks - RNNs/4.1 Wikipedia Article Describing LSTM Variants.html 113 bytes
  237. 9. Recurrent Neural Networks - RNNs/4.2 How to choose between LSTM vs GRU.html 140 bytes
  238. 9. Recurrent Neural Networks - RNNs/4.3 Famous Karpathy Blog Post.html 116 bytes
  239. 9. Recurrent Neural Networks - RNNs/4.4 Great Blog Post on Exploring LSTM Neurons.html 109 bytes
  240. 9. Recurrent Neural Networks - RNNs/5. RNN Batches.mp4 32.7 MB
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  242. 9. Recurrent Neural Networks - RNNs/6. RNN on a Sine Wave - The Data.mp4 40.1 MB
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  244. 9. Recurrent Neural Networks - RNNs/7. RNN on a Sine Wave - Batch Generator.mp4 50.0 MB
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  246. 9. Recurrent Neural Networks - RNNs/8. RNN on a Sine Wave - Creating the Model.mp4 83.8 MB
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  248. 9. Recurrent Neural Networks - RNNs/9. RNN on a Sine Wave - LSTMs and Forecasting.mp4 83.5 MB
  249. 9. Recurrent Neural Networks - RNNs/9. RNN on a Sine Wave - LSTMs and Forecasting.srt 17.9 KB
  250. Download Paid Udemy Courses For Free.url 116 bytes
  251. GetFreeCourses.Co.url 116 bytes
  252. How you can help GetFreeCourses.Co.txt 182 bytes

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