AI and Machine Learning for Coders

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

eBook Details:

  • Paperback: 390 pages
  • Publisher: WOW! eBook (October 27, 2020)
  • Language: English
  • ISBN-10: 1492078190
  • ISBN-13: 978-1492078197

eBook Description:

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

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 AI and Machine Learning for Coders introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

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

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.

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4 Responses

  1. January 13, 2021

    […] this Machine Learning Design Patterns book, you will find detailed explanations of 30 patterns for data and problem […]

  2. January 13, 2021

    […] this Machine Learning Design Patterns book, you will find detailed explanations of 30 patterns for data and problem […]

  3. January 17, 2021

    […] Author Micheal Lanham demonstrates methods for building and training models step-by-step and shows you how to expand your models to accomplish increasingly complex tasks. If you have a good grasp of math and the Python language, you’ll quickly get up to speed with Google Cloud Platform, whether you want to build an AI assistant or a simple business AI application. […]

  4. January 17, 2021

    […] Author Micheal Lanham demonstrates methods for building and training models step-by-step and shows you how to expand your models to accomplish increasingly complex tasks. If you have a good grasp of math and the Python language, you’ll quickly get up to speed with Google Cloud Platform, whether you want to build an AI assistant or a simple business AI application. […]

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