Practical Machine Learning in JavaScript: Tensorflow.Js for Web Developers
暫譯: JavaScript 實用機器學習:針對網頁開發者的 Tensorflow.Js

Gerard, Charlie

  • 出版商: Apress
  • 出版日期: 2020-11-17
  • 售價: $1,440
  • 貴賓價: 9.5$1,368
  • 語言: 英文
  • 頁數: 323
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1484264177
  • ISBN-13: 9781484264171
  • 相關分類: JavaScriptDeepLearningTensorFlowMachine Learning
  • 立即出貨 (庫存=1)

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商品描述

Build machine learning web applications without having to learn a new language. This book will help you develop basic knowledge of machine learning concepts and applications.

You'll learn not only theory, but also dive into code samples and example projects with TensorFlow.js. Using these skills and your knowledge as a web developer, you'll add a whole new field of development to your tool set. This will give you a more concrete understanding of the possibilities offered by machine learning. Discover how ML will impact the future of not just programming in general, but web development specifically.

Machine learning is currently one of the most exciting technology fields with the potential to impact industries from health to home automation to retail, and even art. Google has now introduced TensorFlow.js--an iteration of TensorFlow aimed directly at web developers. Practical Machine Learning in JavaScript will help you stay relevant in the tech industry with new tools, trends, and best practices.

What You'll Learn
  • Use the JavaScript framework for ML
  • Build machine learning applications for the web
  • Develop dynamic and intelligent web content
Who This Book Is For

Web developers and who want a hands-on introduction to machine learning in JavaScript. A working knowledge of the JavaScript language is recommended.


商品描述(中文翻譯)

建立機器學習網頁應用程式,而無需學習新的語言。本書將幫助您發展機器學習概念和應用的基本知識。

您將學習不僅是理論,還將深入探討使用 TensorFlow.js 的程式碼範例和示例專案。利用這些技能和您作為網頁開發者的知識,您將為您的工具集增添一個全新的開發領域。這將使您對機器學習所提供的可能性有更具體的理解。探索機器學習將如何影響未來不僅是程式設計的一般情況,還有網頁開發的具體情況。

機器學習目前是最令人興奮的技術領域之一,具有影響從健康到家庭自動化、零售,甚至藝術等行業的潛力。Google 現在推出了 TensorFlow.js——一個專門針對網頁開發者的 TensorFlow 版本。《JavaScript 實用機器學習》將幫助您在科技產業中保持相關性,掌握新工具、趨勢和最佳實踐。

您將學到什麼


  • 使用 JavaScript 框架進行機器學習

  • 為網頁構建機器學習應用程式

  • 開發動態和智能的網頁內容

本書適合誰

希望獲得 JavaScript 中機器學習實作介紹的網頁開發者。建議具備 JavaScript 語言的基本知識。


作者簡介

Charlie Gerard is a Senior front-end developer at Netlify, a Google Developer Expert in Web Technologies, and a Mozilla Tech Speaker. She is passionate about exploring the possibilities of the web and spends her personal time building interactive prototypes using hardware, creative coding, and machine learning. She has been diving into ML in JavaScript for over a year and built a variety of projects. She's excited to share what she's learned and help more developers get started.

作者簡介(中文翻譯)

查理·傑拉德 是 Netlify 的資深前端開發者,並且是 Google Web 技術的專家以及 Mozilla 技術演講者。她熱衷於探索網路的可能性,並在個人時間裡使用硬體、創意編程和機器學習來構建互動原型。她已經在 JavaScript 中深入研究機器學習超過一年,並建立了各種專案。她很高興能分享她所學到的知識,並幫助更多開發者入門。

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