Becoming a Data Head: How to Think, Speak and Understand Data Science, Statistics and Machine Learning
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Review : "Turn yourself into a Data Head. You'll become a more valuable employee and make your organization more successful." Thomas H. Davenport, Research Fellow, Author of Competing on Analytics , Big Data @ Work , and The AI Advantage 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. Read more
Review : What is special about the book is the sequence in which the author chose to present his thoughts. While this book is no means a guide to implementing a data driven strategy or applying machine learning in a commercial setting, this is definitely a helpful book for people who have enough hands on experience in implementing end-to-end analytics solutions and getting ready to try their hand on a strategic leadership role. Treat this like a cheat sheet to avoid pitfalls and you will be able to appreciate the presentation format.
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