The 0→1 Data Scientist Interview Playbook (2026 Edition): A Practical System for FAANG Data Science Interviews (The 0→1 Interview Playbook Series 2)
English | May 13, 2026 | ASIN: B0H1NWZB2R | 393 pages | Epub | 2.85 MB
The most complete data science interview book on the market, updated for 2026.Data science interviews are nothing like software engineering interviews. You face 6-8 distinct round types: SQL, statistics, product sense, A/B testing, ML system design, Python coding, behavioral, and take-home challenges. Generic prep books cover two or three of these. This one covers all of them.180+ worked problems. Not just questions and answers, but the full thinking process: how to clarify, how to structure, how to communicate, and how to avoid the traps that eliminate 90% of candidates.What makes this book different?1. ML System Design walkthroughs. No other DS interview book walks you through end-to-end ML system design: feature pipelines, model selection, serving architecture, monitoring, and the tradeoffs interviewers actually probe. This book gives you 5 complete walkthroughs for real product scenarios.2. Take-home challenge examples. Take-homes are the fastest-growing round type, and most candidates wing them. This book includes 3 fully worked take-home projects with EDA notebooks, model selection rationale, and presentation templates.3. Updated for the LLM/GenAI era. Interviews in 2025-2026 now include questions about LLM evaluation, RAG pipelines, prompt engineering, and when NOT to use GenAI. Chapter 12 covers this entire category.4. 10 company-specific playbooks. Each one covers the interview loop structure, round types, question style, evaluation criteria, and insider tips for: Google, Meta, Amazon, Apple, Netflix, Microsoft, Uber, Airbnb, Stripe, and LinkedIn.5. 5 proprietary frameworks. Reusable structures for the hardest round types: the FRAME method for product sense, the EXACT framework for A/B testing, the SCOPE system for ML design, the CLEAR structure for behavioral stories, and the DELTA approach for metric diagnosis.What is inside:20 chapters covering every DS interview round type30 must-know SQL patterns with one-line examplesStatistics formula sheet and ML algorithm cheat sheetPython/Pandas quick reference for live codingRecommended resources, practice platforms, and study plansSalary negotiation scripts and offer evaluation frameworksAvailable on Kindle. Study on your phone during your commute. Highlight, bookmark, and search across all 20 chapters. Most competing DS interview books are paperback-only.Whether you are a new grad, a career switcher, or a senior IC targeting L5-L6, this book gives you the system. Not motivation. Not theory. A system that works.From a hiring manager who has conducted 200+ DS interviews at FAANG companies.
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