AI and Machine Learning for Coders, Laurence Moroney
AI and Machine Learning for Coders, Laurence Moroney
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AI and Machine Learning for Coders
A Programmer's Guide to Artificial Intelligence

Author: Laurence Moroney

Narrator: Timothy Howard Jackson

Unabridged: 9 hr 17 min

Format: Digital Audiobook Download

Publisher: Ascent Audio

Published: 01/24/2023

Includes: Bonus Material Bonus Material Included


Synopsis

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; and how to serve models over the web and in the cloud with TensorFlow Serving.

Reviews

Goodreads review by Mark on March 23, 2022

A pretty good introduction to tensorflow in python. I followed along with the example code, there were a few minor issues with compatibility, and I would recommend the same. If you don't plan to get your hands dirty, then this book is of very little value. The explanations of the techniques are pret......more

Goodreads review by Laura on July 14, 2020

I have reviewed and read this book and it was worth it. The book will lead you through a journey of practicing and learning by doing Machine Learning while reading the book. This book cover topics from how to perform your first model, train and evaluate it on areas such as Linear Regression, Classif......more

Goodreads review by Fountain on December 06, 2023

Does an excellent job of doing what it sets out to do. Moroney based this book on a course that he teaches, and his combination of mastery of the material and interweaving of examples/"hands on" learning really shines. While I certainly don't expect to be an AI/ML developer after listening to a book......more

Goodreads review by Octavio on March 25, 2024

It's a great book for first high overview how deep learning system works. It's not a deep learning under the hood mathematics book. I think that for first steps into deep-learning it's a great, but it's a paradox at the same time i think that if you read it with previous theory knowledge as neural net......more