Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning
暫譯: 成為數據專家:如何思考、表達和理解數據科學、統計學與機器學習

Gutman, Alex J., Goldmeier, Jordan

商品描述

You've heard the hype around data--now get the facts.

In Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning, award-winning data scientists Alex Gutman and Jordan Goldmeier pull back the curtain on data science and give you the language and tools necessary to talk and think critically about it.

You'll learn how to:

  • Think statistically and understand the role variation plays in your life and decision making
  • Speak intelligently and ask the right questions about the statistics and results you encounter in the workplace
  • Understand what's really going on with machine learning, text analytics, deep learning, and artificial intelligence
  • Avoid common pitfalls when working with and interpreting data

Becoming a Data Head is a complete guide for data science in the workplace: covering everything from the personalities you'll work with to the math behind the algorithms. The authors have spent years in data trenches and sought to create a fun, approachable, and eminently readable book. Anyone can become a Data Head--an active participant in data science, statistics, and machine learning. Whether you're a business professional, engineer, executive, or aspiring data scientist, this book is for you.

商品描述(中文翻譯)

您聽過有關數據的炒作——現在來了解事實。

在《成為數據專家:如何思考、表達和理解數據科學、統計學和機器學習》中,獲獎數據科學家 Alex Gutman 和 Jordan Goldmeier 揭開了數據科學的面紗,並提供了必要的語言和工具,讓您能夠批判性地思考和討論這些主題。

您將學會如何:
- 以統計的方式思考,理解變異在您的生活和決策中所扮演的角色
- 聰明地表達,並提出正確的問題,針對您在工作中遇到的統計數據和結果
- 理解機器學習、文本分析、深度學習和人工智慧的真實情況
- 避免在處理和解釋數據時常見的陷阱

《成為數據專家》是一本針對工作場所數據科學的完整指南:涵蓋您將與之合作的人格特質以及算法背後的數學。作者在數據領域工作多年,旨在創造一本有趣、易於接近且極具可讀性的書籍。任何人都可以成為數據專家——在數據科學、統計學和機器學習中積極參與。不論您是商業專業人士、工程師、高管或是有志成為數據科學家的學生,這本書都適合您。