{"product_id":"think-like-a-data-scientist-tackle-the-data-science-process-step-by-step-9781633430273","title":"Think Like a Data Scientist: Tackle the Data Science Process Step-By-Step","description":"\u003cp\u003e • Author(s): Brian Godsey\u003cbr\u003e • Publisher: Manning Publications\u003cbr\u003e • Publisher Imprint: Manning Publications\u003cbr\u003e • BISAC: Data Modeling \u0026amp; Design\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSummary\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003ci\u003eThink Like a Data Scientist\u003c\/i\u003e presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. \u003cp\u003e\u003c\/p\u003ePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eData collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eThink Like a Data Scientist\u003c\/i\u003e teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat's Inside\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe data science process, step-by-step\u003c\/li\u003e\n\u003cli\u003eHow to anticipate problems\u003c\/li\u003e\n\u003cli\u003eDealing with uncertainty\u003c\/li\u003e\n\u003cli\u003eBest practices in software and scientific thinking\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eAbout the Reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eReaders need beginner programming skills and knowledge of basic statistics. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eBrian Godsey\u003c\/b\u003e has worked in software, academia, finance, and defense and has launched several data-centric start-ups. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003col\u003ePART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE\u003cli\u003ePhilosophies of data science\u003c\/li\u003e\n\u003cli\u003eSetting goals by asking good questions\u003c\/li\u003e\n\u003cli\u003eData all around us: the virtual wilderness\u003c\/li\u003e\n\u003cli\u003eData wrangling: from capture to domestication\u003c\/li\u003e\n\u003cli\u003eData assessment: poking and prodding\u003c\/li\u003ePART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS\u003cli\u003eDeveloping a plan\u003c\/li\u003e\n\u003cli\u003eStatistics and modeling: concepts and foundations\u003c\/li\u003e\n\u003cli\u003eSoftware: statistics in action\u003c\/li\u003e\n\u003cli\u003eSupplementary software: bigger, faster, more efficient\u003c\/li\u003e\n\u003cli\u003ePlan execution: putting it all together\u003c\/li\u003ePART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP\u003cli\u003eDelivering a product\u003c\/li\u003e\n\u003cli\u003eAfter product delivery: problems and revisions\u003c\/li\u003e\n\u003cli\u003eWrapping up: putting the project away\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":46289976918167,"sku":"9781633430273","price":4380.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781633430273.webp?v=1767700820","url":"https:\/\/atlanticbooks.com\/products\/think-like-a-data-scientist-tackle-the-data-science-process-step-by-step-9781633430273","provider":"Atlantic Books","version":"1.0","type":"link"}