{"product_id":"ace-the-data-science-interview-201-real-questions-for-faang-jobs","title":"Ace the Data Science Interview - 201 Real Questions for FAANG Jobs","description":"\u003cp\u003eIn this review the bottom line is clear: Ace the Data Science Interview is a focused, practical study guide for anyone preparing for technical and behavioral data science interviews. Authored by two ex-Facebook employees, the book compiles \u003cstrong\u003e201 real interview questions\u003c\/strong\u003e with step-by-step solutions and delivers targeted preparation for FAANG, startup, and Wall Street recruiting processes. The review finds it strongest as a hands-on problem set and roadmap for interview structure rather than a gentle introduction to data science fundamentals.\u003c\/p\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eReal interview questions:\u003c\/strong\u003e Contains 201 questions reportedly asked by major tech and finance firms, giving readers direct exposure to the type of problems interviewers use.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eStep-by-step solutions:\u003c\/strong\u003e Each problem includes detailed explanations so readers can follow reasoning and learn how to structure answers under pressure.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDifficulty tiers:\u003c\/strong\u003e Questions are separated into easy, medium, and hard levels, helping readers progressively build skills and identify weak areas.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eCareer guidance:\u003c\/strong\u003e The book offers practical advice on resumes, portfolio projects, and cold-email networking to help candidates present themselves effectively.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eBehavioral prep:\u003c\/strong\u003e Guidance on telling your story and handling behavioral interviews complements the technical content to prepare for full interview loops.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eThe book is best for candidates who already have a technical foundation in statistics, SQL, or machine learning and need targeted practice with real interview-style problems; it is especially useful for people aiming at FAANG and finance roles who want to rehearse clear, structured answers. It is also a strong pick for data analysts and junior data scientists looking to elevate their interview technique with concrete examples and solution walkthroughs.\u003c\/p\u003e\n\u003cp\u003eThose seeking a beginner textbook that teaches core concepts from scratch or a comprehensive classroom-style course in machine learning fundamentals should look elsewhere; this book emphasizes applied interview problems and practical tips rather than extended theory or entry-level instruction.\u003c\/p\u003e\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eComprehensive coverage of real interview questions offers practical, high-value practice for interviews.\u003c\/li\u003e\n\u003cli\u003eClear, step-by-step solutions make complex problems accessible and teach answer structure.\u003c\/li\u003e\n\u003cli\u003eUseful career and portfolio advice bridges the gap between technical prep and hiring outcomes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNot intended as a beginner textbook; readers without a technical base may find some solutions terse.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eAce the Data Science Interview: 201 Real Interview Questions\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthors\u003c\/td\u003e\n\u003ctd\u003eNick Singh, Kevin Huo\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage count\u003c\/td\u003e\n\u003ctd\u003e301 pages\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eTopics covered\u003c\/td\u003e\n\u003ctd\u003eData Science interviews, SQL, machine learning, behavioral prep\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAudience\u003c\/td\u003e\n\u003ctd\u003eData scientists, data analysts, machine learning candidates\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSpecial note\u003c\/td\u003e\n\u003ctd\u003eOnly buy new to avoid counterfeit issues and missing content\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eAce the Data Science Interview is a high-value, practical resource for candidates who already know the basics and need targeted interview practice. Its collection of \u003cstrong\u003ereal questions\u003c\/strong\u003e and explicit solution walkthroughs make it a time-efficient tool for landing interviews at top tech and finance firms, and the added career advice improves overall readiness and presentation.\u003c\/p\u003e\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eIs this book suitable for beginners?\u003c\/strong\u003e\u003cbr\u003eIt is best for readers with some prior technical background; beginners may find some solutions assume existing knowledge.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eAre the questions real?\u003c\/strong\u003e\u003cbr\u003eThe book presents 201 questions that the authors attribute to major tech and finance interviews, with detailed solutions for practice.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eShould I buy used?\u003c\/strong\u003e\u003cbr\u003eThe publisher warns that used copies may be counterfeit or missing content; purchase a new copy to ensure complete, high-quality print.\u003c\/p\u003e","brand":"Nick Singh, Kevin Huo","offers":[{"title":"Default Title","offer_id":48756383154395,"sku":"0578973839","price":45.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/61DRpBWqBTL._SL1431.jpg?v=1778243655","url":"https:\/\/gearmusthave.com\/products\/ace-the-data-science-interview-201-real-questions-for-faang-jobs","provider":"GearMustHave","version":"1.0","type":"link"}