AI and Machine Learning for Coders: A Programmer’s Guide to Artificial Intelligence
by: Laurence Moroney
Print Length 页数: 390 pages
ISBN-10: 1492078190
ISBN-13: 9781492078197
Publisher finelybook 出版社: O’Reilly Media; (October 27,2020)
Language 语言: English
Book Description
By finelybook
If you’re looking to make a career move from programmer to AI specialist,this is the ideal place to start. Based on Laurence Moroney’s extremely successful AI courses,this introductory book provides a hands-on,code-first approach to help you build confidence while you learn key topics.
You’ll understand how to implement the most common scenarios in machine learning,such as computer vision,natural language processing (NLP),and sequence modeling for web,mobile,cloud,and embedded runtimes. Most books on machine learning begin with a daunting amount of advanced math. This guide is built on practical lessons that let you work directly with the code.
You’ll learn:
How to build models with TensorFlow using skills that employers desire
The basics of machine learning by: working with code samples
How to implement computer vision,including feature detection in images
How to use NLP to tokenize and sequence words and sentences
Methods for embedding models in Android and iOS
How to serve models over the web and in the cloud with TensorFlow Serving
