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

Laurence Moroney

jan. 2023 · Gildan Media · Lesari: Timothy Howard Jackson

Um þessa hljóðbók

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.

Um höfundinn

Laurence Moroney leads AI Advocacy at Google. His goal is to educate the world of software developers in how to build AI systems with machine learning. A frequent contributor to the TensorFlow YouTube channel at youtube.com/tensorflow, Moroney is also a recognized global keynote speaker and a bestselling author.

Timothy Howard Jackson possesses a rich, robust, rugged voice that lends credibility and interest to all types of materials. Recording sci-fi, mysteries, thrillers, and edgy nonfiction under his name and romance under a pseudonym, he has completed ninety-five books and counting.