TensorFlow 入门指导

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2021-04-09 11:45:52
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https://www.youtube.com/playlist?list=PLhhyoLH6IjfxVOdVC1P1L5z5azs0XjMsb github:https://github.com/aladdinpersson/Machine-Learning-Collection/tree/master/ML/Tensorflow
视频选集
(1/20)
TensorFlow Tutorial 1 - Installation and Setup Deep Learning Environment (Anacon
09:05
TensorFlow Tutorial 2 - Tensor Basics
21:00
TensorFlow Tutorial 3 - Neural Networks with Sequential and Functional API
20:58
TensorFlow Tutorial 4 - Convolutional Neural Networks with Sequential and Functi
16:07
TensorFlow Tutorial 5 - Adding Regularization with L2 and Dropout
05:23
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
11:48
TensorFlow Tutorial 7 - More in Depth Example on Functional API
12:38
TensorFlow Tutorial 8 - Model Subclassing with Keras
22:58
TensorFlow Tutorial 9 - Custom Layers
11:48
TensorFlow Tutorial 10 - Saving and Loading Models
07:27
TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub
17:11
TensorFlow Tutorial 12 - TensorFlow Datasets
29:34
TensorFlow Tutorial 13 - Data Augmentation
15:39
TensorFlow Tutorial 14 - Callbacks with Keras and Writing Custom Callbacks
10:31
TensorFlow Tutorial 15 - Customizing Model.Fit
13:13
TensorFlow Tutorial 16 - Custom Training Loops
08:09
TensorFlow Tutorial 17 - Complete TensorBoard Guide
01:22:54
TensorFlow Tutorial 18 - Custom Dataset for Images
25:15
TensorFlow Tutorial 19 - Custom Dataset for Text with TextLineDataset
30:15
TensorFlow Tutorial 20 - Classifying Skin Cancer [BEGINNER PROJECT EXAMPLE]
30:37
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