AI and Machine Learning for Coders

£40.99

AI and Machine Learning for Coders

Artificial intelligence

Author: Laurence Moroney

Dinosaur mascot

Language: English

Published by: O'Reilly Media

Published on: 1st October 2020

Format: LCP-protected ePub

Size: 28 Mb

ISBN: 9781492078142


Overview

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.

What You''ll Learn

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.

Topics Covered

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

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