Textbook in PDF format

Authored by two ex-Facebook employees, Ace the Data Science Interview is the best way to prepare for Data Science, Data Analyst, and Machine Learning interviews—so you can land your dream job at FAANG, tech startups, or Wall Street. What's inside this 301-page book? 201 real Data Science interview questions asked by companies like Facebook, Google, Amazon, Netflix, Two Sigma, Citadel, and more— with detailed step-by-step solutions! Learn how to break into Data Science with tips on crafting your resume, creating kick-ass portfolio projects, sending cold networking emails, and telling your story during behavioral interviews. Questions cover the most frequently tested topics in data interviews: Probability, Statistics, Machine Learning, SQL & Database Design,Authored by two ex-Facebook employees, Ace the Data Science Interview is the best way to prepare for Data Science, Data Analyst, and Machine Learning interviews—so you can land your dream job at FAANG, tech startups, or Wall Street. Each chapter includes a brief crash course on the most important concepts and formulas to review. Learn how to solve open-ended case study questions that combine product-sense, business intuition, and statistical modeling—featuring case interviews from Airbnb, Instagram, and Accenture. Introduction Career Advice to Ace the Data Science Job Hunt 4 Resume Principles to Live By for Data Scientists How to Make Kick-Ass Portfolio Projects Cold Email Your Way to Your Dream Job in Data Ace the Behavioral Interview Ace the Technical Data Science Interview Probability Statistics Machine Learning SQL & DB Design Coding Product Sense Case Studies