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文件列表

  1. complete-tensorflow-2-and-keras-deep-learning-bootcamp/01 Course Overview Installs and Setup/003 Course Setup and Installation.mp4 152MB
  2. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/115 Flask Front End.mp4 150MB
  3. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/089 Bonus - Multivariate Time Series - RNN and LSTMs.mp4 149MB
  4. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/088 RNN Exercise - Solutions.mp4 148MB
  5. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/058 Tensorboard.mp4 144MB
  6. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/051 Keras Project Solutions - Exploratory Data Analysis.mp4 144MB
  7. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/043 Keras Regression Code Along - Exploratory Data Analysis.mp4 137MB
  8. complete-tensorflow-2-and-keras-deep-learning-bootcamp/12 Generative Adversarial Networks/107 Creating a GAN - Part Three - Model Training.mp4 132MB
  9. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/086 RNN on a Time Series - Part Two.mp4 131MB
  10. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/116 Live Deployment to the Web.mp4 127MB
  11. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/054 Keras Project Solutions - Categorical Data.mp4 125MB
  12. complete-tensorflow-2-and-keras-deep-learning-bootcamp/11 AutoEncoders/099 Autoencoder for Dimensionality Reduction.mp4 117MB
  13. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/048 Keras Classification - Dealing with Overfitting and Evaluation.mp4 111MB
  14. complete-tensorflow-2-and-keras-deep-learning-bootcamp/01 Course Overview Installs and Setup/003 FINAL-TF2-FILES.zip 99MB
  15. complete-tensorflow-2-and-keras-deep-learning-bootcamp/01 Course Overview Installs and Setup/004 FINAL-TF2-FILES.zip 99MB
  16. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/065 CNN on MNIST - Part Two - Creating and Training the Model.mp4 99MB
  17. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/052 Keras Project Solutions - Dealing with Missing Data.mp4 97MB
  18. complete-tensorflow-2-and-keras-deep-learning-bootcamp/11 AutoEncoders/100 Autoencoder for Images - Part One.mp4 94MB
  19. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/018 Data Input and Output.mp4 93MB
  20. complete-tensorflow-2-and-keras-deep-learning-bootcamp/05 Visualization Crash Course/023 Seaborn Basics.mp4 92MB
  21. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/072 CNN on Real Image Files - Part Three - Creating the Model.mp4 91MB
  22. complete-tensorflow-2-and-keras-deep-learning-bootcamp/03 NumPy Crash Course/006 NumPy Arrays.mp4 89MB
  23. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/071 CNN on Real Image Files - Part Two - Data Processing.mp4 88MB
  24. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/110 Creating the Model.mp4 87MB
  25. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/053 Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 85MB
  26. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/041 Keras Syntax Basics - Part Two - Creating and Training the Model.mp4 85MB
  27. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/083 RNN on a Sine Wave - Creating the Model.mp4 84MB
  28. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/084 RNN on a Sine Wave - LSTMs and Forecasting.mp4 83MB
  29. complete-tensorflow-2-and-keras-deep-learning-bootcamp/06 Machine Learning Concepts Overview/029 Evaluating Performance - Classification Error Metrics.mp4 83MB
  30. complete-tensorflow-2-and-keras-deep-learning-bootcamp/10 Natural Language Processing/093 NLP - Part Three - Creating Batches.mp4 82MB
  31. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/070 CNN on Real Image Files - Part One - Reading in the Data.mp4 81MB
  32. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/050 TensorFlow 2.0 Keras Project Notebook Overview.mp4 81MB
  33. complete-tensorflow-2-and-keras-deep-learning-bootcamp/11 AutoEncoders/103 Autoencoder Exercise - Solutions.mp4 78MB
  34. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/044 Keras Regression Code Along - Exploratory Data Analysis - Continued.mp4 76MB
  35. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/037 Cost Functions and Gradient Descent.mp4 76MB
  36. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/060 Image Filters and Kernels.mp4 72MB
  37. complete-tensorflow-2-and-keras-deep-learning-bootcamp/12 Generative Adversarial Networks/106 Creating a GAN - Part Two - The Model.mp4 70MB
  38. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/113 Flask Postman API.mp4 69MB
  39. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/046 Keras Regression Code Along - Model Evaluation and Predictions.mp4 69MB
  40. complete-tensorflow-2-and-keras-deep-learning-bootcamp/10 Natural Language Processing/095 NLP - Part Five - Training the Model.mp4 65MB
  41. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/042 Keras Syntax Basics - Part Three - Model Evaluation.mp4 65MB
  42. complete-tensorflow-2-and-keras-deep-learning-bootcamp/10 Natural Language Processing/094 NLP - Part Four - Creating the Model.mp4 64MB
  43. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/067 CNN on CIFAR-10 - Part One - The Data.mp4 64MB
  44. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/057 Keras Project Solutions - Model Evaluation.mp4 63MB
  45. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/035 Activation Functions.mp4 63MB
  46. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/112 Running a Basic Flask Application.mp4 62MB
  47. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/017 Pandas Operations.mp4 61MB
  48. complete-tensorflow-2-and-keras-deep-learning-bootcamp/11 AutoEncoders/101 Autoencoder for Images - Part Two - Noise Removal.mp4 61MB
  49. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/064 CNN on MNIST - Part One - The Data.mp4 60MB
  50. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/061 Convolutional Layers.mp4 58MB
  51. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/038 Backpropagation.mp4 58MB
  52. complete-tensorflow-2-and-keras-deep-learning-bootcamp/12 Generative Adversarial Networks/108 DCGAN - Deep Convolutional Generative Adversarial Networks.mp4 57MB
  53. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/016 GroupBy Operations.mp4 56MB
  54. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/047 Keras Classification Code Along - EDA and Preprocessing.mp4 56MB
  55. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/075 CNN Exercise Solutions.mp4 56MB
  56. complete-tensorflow-2-and-keras-deep-learning-bootcamp/12 Generative Adversarial Networks/104 GANs Overview.mp4 54MB
  57. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/111 Model Prediction Function.mp4 53MB
  58. complete-tensorflow-2-and-keras-deep-learning-bootcamp/10 Natural Language Processing/096 NLP - Part Six - Generating Text.mp4 52MB
  59. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/020 Pandas Exercises - Solutions.mp4 51MB
  60. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/040 Keras Syntax Basics - Part One - Preparing the Data.mp4 51MB
  61. complete-tensorflow-2-and-keras-deep-learning-bootcamp/05 Visualization Crash Course/025 Data Visualization Exercises - Solutions.mp4 50MB
  62. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/082 RNN on a Sine Wave - Batch Generator.mp4 50MB
  63. complete-tensorflow-2-and-keras-deep-learning-bootcamp/03 NumPy Crash Course/008 NumPy Operations.mp4 49MB
  64. complete-tensorflow-2-and-keras-deep-learning-bootcamp/03 NumPy Crash Course/010 Numpy Exercises - Solutions.mp4 49MB
  65. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/033 Perceptron Model.mp4 48MB
  66. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/073 CNN on Real Image Files - Part Four - Evaluating the Model.mp4 47MB
  67. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/045 Keras Regression Code Along - Data Preprocessing and Creating a Model.mp4 47MB
  68. complete-tensorflow-2-and-keras-deep-learning-bootcamp/03 NumPy Crash Course/007 Numpy Index Selection.mp4 46MB
  69. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/036 Multi-Class Classification Considerations.mp4 46MB
  70. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/068 CNN on CIFAR-10 - Part Two - Evaluating the Model.mp4 45MB
  71. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/013 Pandas DataFrames - Part One.mp4 45MB
  72. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/085 RNN on a Time Series - Part One.mp4 45MB
  73. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/015 Pandas Missing Data.mp4 44MB
  74. complete-tensorflow-2-and-keras-deep-learning-bootcamp/11 AutoEncoders/098 Autoencoder Basics.mp4 43MB
  75. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/079 LSTMS and GRU.mp4 42MB
  76. complete-tensorflow-2-and-keras-deep-learning-bootcamp/05 Visualization Crash Course/022 Matplotlib Basics.mp4 41MB
  77. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/081 RNN on a Sine Wave - The Data.mp4 40MB
  78. complete-tensorflow-2-and-keras-deep-learning-bootcamp/06 Machine Learning Concepts Overview/027 Supervised Learning Overview.mp4 40MB
  79. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/066 CNN on MNIST - Part Three - Model Evaluation.mp4 38MB
  80. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/012 Pandas Series.mp4 38MB
  81. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/014 Pandas DataFrames - Part Two.mp4 37MB
  82. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/034 Neural Networks.mp4 36MB
  83. complete-tensorflow-2-and-keras-deep-learning-bootcamp/10 Natural Language Processing/090 Introduction to NLP Section.mp4 35MB
  84. complete-tensorflow-2-and-keras-deep-learning-bootcamp/11 AutoEncoders/102 Autoencoder Exercise Overview.mp4 34MB
  85. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/080 RNN Batches.mp4 33MB
  86. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/077 RNN Basic Theory.mp4 30MB
  87. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/087 RNN Exercise.mp4 30MB
  88. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/056 Keras Project Solutions - Creating and Training a Model.mp4 30MB
  89. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/069 Downloading Data Set for Real Image Lectures.mp4 28MB
  90. complete-tensorflow-2-and-keras-deep-learning-bootcamp/06 Machine Learning Concepts Overview/026 What is Machine Learning.mp4 28MB
  91. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/078 Vanishing Gradients.mp4 28MB
  92. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/062 Pooling Layers.mp4 28MB
  93. complete-tensorflow-2-and-keras-deep-learning-bootcamp/06 Machine Learning Concepts Overview/028 Overfitting.mp4 26MB
  94. complete-tensorflow-2-and-keras-deep-learning-bootcamp/01 Course Overview Installs and Setup/002 Course Overview.mp4 26MB
  95. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/011 Introduction to Pandas.mp4 25MB
  96. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/055 Keras Project Solutions - Data PreProcessing.mp4 24MB
  97. complete-tensorflow-2-and-keras-deep-learning-bootcamp/06 Machine Learning Concepts Overview/030 Evaluating Performance - Regression Error Metrics.mp4 24MB
  98. complete-tensorflow-2-and-keras-deep-learning-bootcamp/04 Pandas Crash Course/019 Pandas Exercises.mp4 23MB
  99. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/109 Introduction to Deployment.mp4 23MB
  100. complete-tensorflow-2-and-keras-deep-learning-bootcamp/10 Natural Language Processing/092 NLP - Part Two - Text Processing.mp4 23MB
  101. complete-tensorflow-2-and-keras-deep-learning-bootcamp/05 Visualization Crash Course/024 Data Visualization Exercises.mp4 23MB
  102. complete-tensorflow-2-and-keras-deep-learning-bootcamp/10 Natural Language Processing/091 NLP - Part One - The Data.mp4 22MB
  103. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/063 MNIST Data Set Overview.mp4 21MB
  104. complete-tensorflow-2-and-keras-deep-learning-bootcamp/11 AutoEncoders/097 Introduction to Autoencoders.mp4 21MB
  105. complete-tensorflow-2-and-keras-deep-learning-bootcamp/13 Deployment/114 Flask API - Using Requests Programmatically.mp4 20MB
  106. complete-tensorflow-2-and-keras-deep-learning-bootcamp/12 Generative Adversarial Networks/105 Creating a GAN - Part One- The Data.mp4 19MB
  107. complete-tensorflow-2-and-keras-deep-learning-bootcamp/06 Machine Learning Concepts Overview/031 Unsupervised Learning.mp4 19MB
  108. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/074 CNN Exercise Overview.mp4 18MB
  109. complete-tensorflow-2-and-keras-deep-learning-bootcamp/03 NumPy Crash Course/009 NumPy Exercises.mp4 12MB
  110. complete-tensorflow-2-and-keras-deep-learning-bootcamp/03 NumPy Crash Course/005 Introduction to NumPy.mp4 11MB
  111. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/076 RNN Section Overview.mp4 11MB
  112. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/039 TensorFlow vs. Keras Explained.mp4 10MB
  113. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/032 Introduction to ANN Section.mp4 10MB
  114. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/049 TensorFlow 2.0 Keras Project Options Overview.mp4 8MB
  115. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/059 CNN Section Overview.mp4 8MB
  116. complete-tensorflow-2-and-keras-deep-learning-bootcamp/05 Visualization Crash Course/021 Introduction to Python Visualization.mp4 7MB
  117. complete-tensorflow-2-and-keras-deep-learning-bootcamp/01 Course Overview Installs and Setup/004 FAQ - Frequently Asked Questions.html 6KB
  118. complete-tensorflow-2-and-keras-deep-learning-bootcamp/01 Course Overview Installs and Setup/001 Auto-Welcome Message.html 2KB
  119. complete-tensorflow-2-and-keras-deep-learning-bootcamp/09 Recurrent Neural Networks - RNNs/external-assets-links.txt 403B
  120. complete-tensorflow-2-and-keras-deep-learning-bootcamp/08 Convolutional Neural Networks - CNNs/external-assets-links.txt 163B
  121. complete-tensorflow-2-and-keras-deep-learning-bootcamp/07 Basic Artificial Neural Networks - ANNs/external-assets-links.txt 96B