Can I read Deep Learning with Python : A Hands-on Introduction on EtoBox?

Deep Learning with Python : A Hands-on Introduction by Nikhil Ketkar is a nonfiction available to read on EtoBox.

What is Deep Learning with Python : A Hands-on Introduction about?

Chapter 1: An intuitive look at the fundamentals of deep learning based on practical applications -- Chapter 2: A survey of the current state-of-the-art implementations of libraries, tools and packages for deep learning and the case for the Python ecosystem -- Chapter 3: A detailed look at Keras [1], which is a high level framework for deep learning suitable for beginners to understand and experiment with deep learning -- Chapter 4: A detailed look at Theano [2], which is a low level framework for implementing architectures and algorithms in deep learning from scratch -- Chapter 5: A detailed look at Caffe [3], which is highly optimized framework for implementing some of the most popular deep learning architectures (mainly computer vision) -- Chapter 6: A brief introduction to GPUs and why they are a game changer for Deep Learning -- Chapter 7: A brief introduction to Automatic Differentiation -- Chapter 8: A brief introduction to Backpropagation and Stochastic Gradient Descent -- Chapter 9: A survey of Deep Learning Architectures -- Chapter 10: Advice on running large scale experiments in deep learning and taking models to production. -- Chapter 11: Introduction to Tensorflow. --

Who reads Deep Learning with Python : A Hands-on Introduction?

Author

Nikhil Ketkar

Publisher

Apress Imprint : Apress

Published

2017

Language

EN

ISBN

9781484227657

Category

nonfiction

Subjects

Computer Science, Science, Language Learning