McClure Nick. TensorFlow Machine Learning Cookbook

Packt Publishing, 2017. — 370 p. — ISBN: 978-1-78646-216-9. — True PDF.TensorFlow is an open-source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and will let you dig deeper and gain more insights into your data than ever before. You'll work through recipes on training models, model evaluation, sentiment analysis, regression analysis, clustering analysis, artificial neural networks, and deep learning – each using Google's machine learning library TensorFlow.
This guide starts with the fundamentals of the TensorFlow library which includes variables, matrices, and various data sources. Moving ahead, you will get hands-on experience with Linear Regression techniques with TensorFlow. The next chapters coverimportant high-level concepts such as neural networks, CNN, RNN, and NLP.