This is a comprehensive guide to the advanced deep learning techniques available today, so you can create your own cutting-edge AI. Using Keras as an open-source deep learning library, author Rowel Atienza shows hands-on projects demonstrating how to create more effective AI with the latest techniques. The book includes descriptions of GANs, Variational Autoencoders, and Deep Reinforcement Learning.
<ASIN:1788629418>
Author: Rowel Atienza Publisher: Packt Publishing Date: October 2018 Pages: 368 ISBN: 978-1788629416 Print: 1788629418 Kindle: B078N8RDCP Audience: Developers using Keras Level: Intermediate Category: Artificial Intelligence
Contents include
- Cutting-edge techniques in human-like AI performance
- Implement advanced deep learning models using Keras
- The building blocks for advanced techniques - MLPs, CNNs, and RNNs
- Deep neural networks – ResNet and DenseNet
- Autoencoders and Variational AutoEncoders (VAEs)
- Generative Adversarial Networks (GANs) and creative AI techniques
- Disentangled Representation GANs, and Cross-Domain GANs
- Deep Reinforcement Learning (DRL) methods and implementation
- Produce industry-standard applications using OpenAI gym
- Deep Q-Learning and Policy Gradient Methods
For more Book Watch just click.
Book Watch is I Programmer's listing of new books and is compiled using publishers' publicity material. It is not to be read as a review where we provide an independent assessment. Some, but by no means all, of the books in Book Watch are eventually reviewed.
To have new titles included in Book Watch contact BookWatch@i-programmer.info
Follow @bookwatchiprog on Twitter or subscribe to I Programmer's Books RSS feed for each day's new addition to Book Watch and for new reviews.
Oracle PL/SQL By Example, 6th Ed
Author: Elena Rakhimov Publisher: Oracle Press Pages: 480 ISBN: 978-0138062835 Print: 0138062838 Audience: Developers interested in Oracle PL/SQL Rating: 4 Reviewer: Kay Ewbank
This is the sixth edition of a well established title that has been updated for the latest version of PL/SQL (21c).
|
Programming with Rust
Author: Donis Marshall Publisher: Addison-Wesley Pages: 400 ISBN: 978-0137889655 Print: 0137889658 Kindle: B0CLL1TGVT Audience: Programmers wanting to learn Rust Rating: 3 Reviewer: Mike James Rust is the language we all want to learn at the moment so this is just in time.
| More Reviews |
|