Machine Learning for Dummies (Paperback)

Mueller, John Paul, Massaron, Luca

  • 出版商: For Dummies
  • 出版日期: 2021-02-09
  • 定價: $1,225
  • 售價: 9.5$1,164
  • 語言: 英文
  • 頁數: 464
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1119724015
  • ISBN-13: 9781119724018
  • 相關分類: Machine Learning
  • 相關翻譯: 機器學習入門與實戰 (簡中版)
  • 立即出貨 (庫存=1)

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商品描述

Your comprehensive entry-level guide to machine learning

While machine learning expertise doesn't quite mean you can create your own Turing Test-proof android--as in the movie Ex Machina--it is a form of artificial intelligence and one of the most exciting technological means of identifying opportunities and solving problems fast and on a large scale. Anyone who masters the principles of machine learning is mastering a big part of our tech future and opening up incredible new directions in careers that include fraud detection, optimizing search results, serving real-time ads, credit- scoring, building accurate and sophisticated pricing models--and way, way more.

Unlike most machine learning books, the fully updated 2nd Edition of Machine Learning For Dummies doesn't assume you have years of experience using programming languages such as Python (R source is also included in a downloadable form with comments and explanations), but lets you in on the ground floor, covering the entry-level materials that will get you up and running building models you need to perform practical tasks. It takes a look at the underlying--and fascinating--math principles that power machine learning but also shows that you don't need to be a math whiz to build fun new tools and apply them to your work and study.

  • Understand the history of AI and machine learning Work with Python 3.8 and TensorFlow 2.x (and R as a download) Build and test your own models Use the latest datasets, rather than the worn out data found in other books Apply machine learning to real problems

Whether you want to learn for college or to enhance your business or career performance, this friendly beginner's guide is your best introduction to machine learning, allowing you to become quickly confident using this amazing and fast-developing technology that's impacting lives for the better all over the world.

 

商品描述(中文翻譯)

《機器學習入門指南》是一本全面的入門指南,專為機器學習而設計。

機器學習專業知識並不意味著你可以創建自己的圖靈測試通過的機器人,就像電影《機械姬》中的情節一樣。但機器學習是一種人工智能形式,也是最令人興奮的技術手段之一,可以快速且大規模地識別機會和解決問題。掌握機器學習原則的人,就掌握了我們科技未來的一大部分,並開啟了令人難以置信的新職業方向,包括詐騙檢測、優化搜索結果、實時廣告投放、信用評分、建立準確且複雜的價格模型等等。

與大多數機器學習書籍不同,全面更新的第二版《機器學習入門指南》不假設你有多年使用Python等程式語言的經驗(R源代碼也可下載,並附有評論和解釋),而是從基礎知識開始,涵蓋入門材料,讓你能夠快速上手建立所需的模型以執行實際任務。它介紹了支持機器學習的基礎數學原理,同時也表明你不需要成為數學天才就能建立有趣的新工具並應用於工作和學習中。

本書包括以下內容:
- 了解人工智能和機器學習的歷史
- 使用Python 3.8和TensorFlow 2.x(可下載R版本)進行工作
- 構建並測試自己的模型
- 使用最新的數據集,而不是其他書籍中的陳舊數據
- 將機器學習應用於實際問題

無論你是為了學術還是為了提升業務或職業表現,這本友善的入門指南是你學習機器學習的最佳入門書,讓你迅速自信地使用這種令人驚嘆且快速發展的技術,這種技術正在全球范圍內對人們的生活產生積極影響。