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

Moroney, Laurence

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

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商品描述

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
  • How to serve models over the web and in the cloud with TensorFlow Serving

商品描述(中文翻譯)

如果你想從程式設計師轉職成為人工智慧專家，這本書是你理想的起點。這本入門書是基於Laurence Moroney非常成功的人工智慧課程，以實作為主的方式幫助你建立信心，同時學習關鍵的主題。

你將了解如何在機器學習中實現最常見的情境，例如電腦視覺、自然語言處理（NLP）以及為網頁、行動裝置、雲端和嵌入式運行時進行序列建模。大多數機器學習的書籍都以大量的高級數學開始。而這本指南則建立在實用的課程上，讓你直接使用程式碼進行實作。

你將學到：
- 如何使用TensorFlow建立模型，並掌握雇主所需的技能
- 透過程式碼範例學習機器學習的基礎知識
- 如何實現電腦視覺，包括圖像特徵檢測
- 如何使用NLP對單詞和句子進行分詞和序列化
- 在Android和iOS中嵌入模型的方法
- 如何使用TensorFlow Serving在網頁和雲端上提供模型

作者簡介

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. He's a frequent contributor to the TensorFlow YouTube channel at youtube.com/tensorflow, a recognized global keynote speaker and author of more books than he can count, including several best-selling science fiction novels, and a produced screenplay. He's based in Sammamish, Washington where he drinks way too much coffee.

作者簡介(中文翻譯)

Laurence Moroney在Google擔任AI倡導的領導者。他的目標是教育軟體開發人員如何使用機器學習建立AI系統。他經常在TensorFlow的YouTube頻道（youtube.com/tensorflow）上發表貢獻，是一位受到認可的全球主題演講者，也是多本暢銷科幻小說和一部已製作的劇本的作者。他的基地位於華盛頓州的Sammamish，他喝咖啡喝得太多了。

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