Sold to
[email protected] THE DATA SCIENCE HANDBOOK ADVICE A ND I NSIGHTS FROM 25 AMAZING DATA SCIENTISTS FOREWORD BY JAKE K LAMKA DJ Patil, Hilary Mason, Pete Skomoroch, Riley Newman, Jonathan Goldman, Michael Hochster, George Roumeliotis, Kevin Novak, Jace Kohlmeier, Chris Moody, Erich Owens, Luis Sanchez, Eithon Cadag, Sean Gourley, Clare Corthell, Diane Wu, Joe Blitzstein, Josh Wills, Bradley Voytek, Michelangelo D’Agostino, Mike Dewar, Kunal Punera, William Chen, John Foreman, Drew Conway BY CAR L SHAN HEN RY W ANG WILLIAM C HEN M AX S ONG To our family, friends and mentors. Your support and encouragement is the fuel for our fire. CONTENTS Preface by Jake Klamka, Insight Data Science 1 Introduction 4 Chapter 1: DJ Patil, VP of Product at RelateIQ The Importance of Taking Chances and Giving Back 6 Chapter 2: Hilary Mason, Founder at Fast Forward Labs On Becoming a Successful Data Scientist 17 Chapter 3: Pete Skomoroch, Data Scientist at Data Wrangling Software is Eating the World, and It’s Replacing it With Data 27 Chapter 4: Mike Dewar, Data Scientist at New York Times Data Science in Journalism 40 Chapter 5: Riley Newman, Head of Data at AirBnB Data Is The Voice Of Your Customer 49 Chapter 6: Clare Corthell, Data Scientist at Mattermark Creating Your Own Data Science Curriculum 56 Chapter 7: Drew Conway, Head of Data at Project Florida Human Problems Won’t Be Solved by Root-Mean-Squared Error 64 Chapter 8: Kevin Novak, Head of Data Science at Uber Data Science: Software Carpentry, Engineering and Product 76 Chapter 9: