Please share your thoughts on this book with others by leaving a review on the site that you bought it from. If you purchased the book from Amazon, please leave us an honest review on this book's Amazon page. This is vital so that other potential readers can see and use your unbiased opinion to make purchasing decisions, we can understand what our customers think about our products, and our authors can see your feedback on the title that they have worked with Packt to create. It will only take a few minutes of your time, but is valuable to other potential customers, our authors, and Packt. Thank you!
TensorFlow 2.0 Quick Start Guide
By :
TensorFlow 2.0 Quick Start Guide
By:
Overview of this book
TensorFlow is one of the most popular machine learning frameworks in Python. With this book, you will improve your knowledge of some of the latest TensorFlow features and will be able to perform supervised and unsupervised machine learning and also train neural networks.
After giving you an overview of what's new in TensorFlow 2.0 Alpha, the book moves on to setting up your machine learning environment using the TensorFlow library. You will perform popular supervised machine learning tasks using techniques such as linear regression, logistic regression, and clustering.
You will get familiar with unsupervised learning for autoencoder applications. The book will also show you how to train effective neural networks using straightforward examples in a variety of different domains.
By the end of the book, you will have been exposed to a large variety of machine learning and neural network TensorFlow techniques.
Table of Contents (15 chapters)
Preface
Free Chapter
Section 1: Introduction to TensorFlow 2.00 Alpha
Introducing TensorFlow 2
Keras, a High-Level API for TensorFlow 2
ANN Technologies Using TensorFlow 2
Section 2: Supervised and Unsupervised Learning in TensorFlow 2.00 Alpha
Supervised Machine Learning Using TensorFlow 2
Unsupervised Learning Using TensorFlow 2
Section 3: Neural Network Applications of TensorFlow 2.00 Alpha
Recognizing Images with TensorFlow 2
Neural Style Transfer Using TensorFlow 2
Recurrent Neural Networks Using TensorFlow 2
TensorFlow Estimators and TensorFlow Hub
Converting from tf1.12 to tf2
Other Books You May Enjoy
How would like to rate this book
Customer Reviews
