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Tensorflow for Deep Learning: From Linear Regression to Reinforcement Learning By Reza Bosagh Zadeh, Bharath Ramsundar PDF

Download Book: Tensorflow for Deep Learning By Reza Bosagh Zadeh, Bharath Ramsundar PDF
Informations about the book:


TitleTensorflow for Deep Learning: From Linear Regression to Reinforcement Learning 

Author Reza Bosagh Zadeh, Bharath Ramsundar

Size: 15 MB

Format: PDF

Year: 2018

Pages: 256

Book Contents:


1. Introduction to Deep Learning
2. Introduction to Tensorflow Primitives
3. Linear and Logistic Regression with TensorFlow
4. Fully Connected Deep Networks
5. Hyperparameter Optimization
6. Convolutional Neural Networks
7. Recurrent Neural Networks
8. Reinforcement Learning
9. Training Large Deep Networks
10. The Future of Deep Learning


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