Deep Learning With Python (Manning)
Thursday, 28 December 2017

This book offers a practical, hands-on exploration of deep learning. Author François Chollet, the creator of Keras and a Google AI researcher, avoids mathematical notation, preferring instead to explain quantitative concepts via code snippets and to build practical intuition about the core ideas of machine learning and deep learning. More than 30 code examples include detailed commentary, practical recommendations, and simple high-level explanations of everything you need to know to start using deep learning to solve concrete problems.

<ASIN:1617294438>

The code examples use the Python deep-learning framework Keras, with TensorFlow as a backend engine.

Author: François Chollet
Publisher: Manning
Date: Nov 2017
Pages: 384
ISBN: 978-1617294433
Print: 1617294438
Kindle: free with print book
Audience: AI developers
Level: intermediate
Category: Artificial Intelligence

 

deeppython

 

Contents include:

  • The mathematical building blocks of neural networks
  • Fundamentals of machine learning
  • Deep learning for computer vision
  • Deep learning for text and sequences
  • Advanced deep learning best practices
  • Generative deep learning

 

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.

To have new titles included in Book Watch contact  BookWatch@i-programmer.info

Banner
 


T-SQL Fundamentals (Microsoft Press)

Author: Itzik Ben-Gan
Publisher: Microsoft Press
Pages: 608
ISBN: 978-0138102104
Print: 0138102104
Kindle: B0BTLBXF8V
Audience: T-SQL developers
Rating: 5
Reviewer: Kay Ewbank

Itzik Ben-Gan is a highly respected Microsoft Data Platform MVP, and the earlier editions of this book were already ver [ ... ]



Functional Design (Addison-Wesley)

Author: Robert C. Martin
Publisher: Addison-Wesley
Date: September 2023
Pages: 384
ISBN: 978-0138176396
Print: 0138176396
Kindle: B0CGHQKGYG
Audience: General
Rating: 4.5
Reviewer: Kay Ewbank

This book sets out to explain the principles, patterns and practices of functional design, and why functional prog [ ... ]


More Reviews