Neural Networks and Deep Learning (Springer)
Monday, 19 November 2018

This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. Author Charu C. Aggarwal looks at why neural networks work, and when they work better than off-the-shelf machine-learning models. He also considers when depth is useful, why training neural networks is so hard, and what the pitfalls are. The book also looks at different applications to give a flavor of how neural architectures are designed for different types of problems such as recommender systems, machine translation, image captioning, image classification, reinforcement-learning based gaming, and text analytics.

<ASIN:3319944622>

 

Author: Charu C. Aggarwal
Publisher: Springer
Date: August 2018
Pages: 497
ISBN: 978-3319944623
Print: 3319944622
Kindle:  B07FKF5HY7
Audience: graduate students, researchers, and neural network practitioners
Level: Advanced
Category:Artificial Intelligence 

 

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.

 

 

Banner
 


SQL Queries for Mere Mortals 4th Ed

Author: John L. Viescas
Publisher: Addison Wesley
Pages: 960
ISBN: 978-0134858333
Print: 0134858336
Kindle: B079G27STM
Audience: Developers working with data
Rating: 5
Reviewer:Kay Ewbank

This is an updated version of a classic book teaching SQL. It's an excellent choice if you don't know SQL a [ ... ]



Interactive Project Management: Pixels, People and Process

Author: Nancy Lyons & Meghan Wilker
Publisher: New Riders, 2012
Pages: 192
ISBN: 978-0321815156
Print: 0321815157 
Kindle: B007SNRSMA
Audience: Anyone concerned with managing a web-related project Rating: 4
Reviewer: Kay Ewbank

 

This look at developing interactive applications  [ ... ]


More Reviews