AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence (Paperback)
暫譯: 程式設計師的人工智慧與機器學習指南 (平裝本)
Moroney, Laurence
- 出版商: O'Reilly
- 出版日期: 2020-11-10
- 定價: $2,300
- 售價: 8.0 折 $1,840
- 語言: 英文
- 頁數: 384
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1492078190
- ISBN-13: 9781492078197
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相關分類:
人工智慧、Machine Learning
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相關翻譯:
從程式員到 AI 專家|寫給程式員的人工智慧與機器學習指南 (AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence) (繁中版)
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相關主題
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)
如果您想從程式設計師轉職為人工智慧專家,這是理想的起點。這本入門書籍基於 Laurence Moroney 極為成功的人工智慧課程,提供了一種實作為主、以程式碼為先的學習方式,幫助您在學習關鍵主題的同時建立信心。
您將了解如何實現機器學習中最常見的場景,例如計算機視覺、自然語言處理 (NLP) 和針對網頁、行動裝置、雲端及嵌入式運行環境的序列建模。大多數機器學習書籍都以令人畏懼的高級數學開始,而本指南則建立在實用的課程上,讓您能直接與程式碼互動。
您將學到:
- 如何使用 TensorFlow 建立雇主所需的模型
- 透過操作程式碼範例學習機器學習的基本概念
- 如何實現計算機視覺,包括圖像中的特徵檢測
- 如何使用 NLP 將單詞和句子進行標記化和序列化
- 在 Android 和 iOS 中嵌入模型的方法
- 如何使用 TensorFlow Serving 在網路和雲端提供模型服務
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 負責 AI 推廣工作。他的目標是教育全球的軟體開發者如何使用機器學習來構建 AI 系統。他經常為 TensorFlow 的 YouTube 頻道(youtube.com/tensorflow)貢獻內容,是一位公認的全球主題演講者,並且著有無法計數的書籍,包括幾本暢銷的科幻小說和一部已製作的劇本。他目前居住在華盛頓州的薩馬米什,喝著過多的咖啡。