Ace the Data Science Interview: 201 Real Interview Questions Asked By FAANG, Tech Startups, & Wall Street
Ace the Data Science Interview: 201 Real Interview Questions Asked By FAANG, Tech Startups, & Wall Street
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Ace the Data Science Interview is your ultimate guide to cracking Data Science, Data Analyst, and Machine Learning interviews, helping you secure roles at top companies like FAANG, tech startups, or leading firms on Wall Street. Authored by two experienced Ex-Facebook professionals, this 301-page book provides everything you need to land your dream job in the data field.
What’s Inside?
- 201 real interview questions from companies like Facebook, Google, Amazon, Netflix, Citadel, and more—complete with detailed, step-by-step solutions.
- Expert career advice on breaking into Data Science, including resume tips, portfolio building, networking strategies, and mastering behavioral interviews.
- Comprehensive topic coverage, including Probability, Statistics, Machine Learning, SQL, Python, Product Analytics, A/B Testing, and more.
- Crash courses on key concepts and formulas to solidify your knowledge in every chapter.
- Case studies and open-ended problems from top companies like Airbnb and Accenture to hone your product sense, business intuition, and statistical modeling skills.
Praise for Ace the Data Science Interview
“The advice in this book directly helped me land my dream job.”
— Advitya Gemawat, ML Engineer, Microsoft
“An invaluable resource for the Data Science & ML community.”
— Aishwarya Srinivasan, Senior Data Scientist, Google
“A must-read for graduate students preparing for data interviews.”
— Ali Gowani, Faculty, Northwestern University (MS in Data Science)
“This book explains exactly what hiring managers look for!”
— Michelle Scarbrough, Former Data Analytics Manager, Fortune 500
About the Authors
Kevin Huo: A Data Scientist at a leading hedge fund, previously at Facebook, Kevin holds degrees in Computer Science and Business from the University of Pennsylvania and Wharton. He interned at Facebook, Bloomberg, and Wall Street during college.
Nick Singh: A former Facebook Growth Team member, Nick also worked at SafeGraph and currently runs SQL interview platform DataLemur.com. He holds a Systems Engineering degree with a Computer Science minor from the University of Virginia and has interned at Microsoft and Google’s Nest Labs.
Ace the Data Science Interview is more than just a book—it’s your partner in building a successful data career.
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The perfect balance of theory and practical knowledge.
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