AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence

by Laurence Moroney

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

How to build models with TensorFlow using skills that employers desireThe basics of machine learning by working with code samplesHow to implement computer vision, including feature detection in imagesHow to use NLP to tokenize and sequence words and sentencesMethods for embedding models in Android and iOSHow to serve models over the web and in the cloud with TensorFlow Serving

Genres: Technology, Programming, Artificial Intelligence, Technical, Audiobook, Computer Science, Software

394 pages, Kindle Edition

First published April 1, 2021

About the author

Laurence Moroney is the author of more books than he’s prepared to admit. After several best selling programming books, his first Young Adult novel “The Fourth World” became a #1 book on Amazon Kindle, spawned two sequels “The Million Year Journey” and “The Legend of the Locust”, and is currently being shopped around studios for a potential movie. “Space Cadets” is his latest, a cutting edge science fiction novel, based on real science that starts a new series charting out humanity’s course to the stars. He’s presently working on the sequel “The Quiet World”, which he hopes to finish in 2015. For his day job, Laurence works as a Developer Advocate for Google, where he is constantly counting his blessings for being part of the best workplace in the world…