{"product_id":"data-science-gym-9798589254006","title":"Data Science Gym","description":"\u003cp\u003e • Author(s): Syed Hassan Amin\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Computers \u0026amp; Technology\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWant to build your data science career, but not sure where to get started or which bits to choose and which ones to ignore ?\u003c\/b\u003eData Science gym will help you get started with mastering essential data science concepts and skills through a systematic set of practical examples\/exercises, and relevant background concepts. This book can be used as a textbook for an introductory course on data science as well as a reference for learning data science on your own if you have some background in programming, mathematics, algorithms, and related fields. \u003cbr\u003eIn this book, I will help you build your concepts and background by introducing: \u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIntroduction and Background to Data Science \u003c\/li\u003e\n\u003cli\u003eEssential Python skills for Data Scientists\u003c\/li\u003e\n\u003cli\u003eExploratory Data Analysis and Visualization skills with many code examples and exercises\u003c\/li\u003e\n\u003cli\u003eEssential algorithms such as Decision Trees, Clustering, Regression with help of code examples\u003c\/li\u003e\n\u003cli\u003eFeature engineering\u003c\/li\u003e\n\u003cli\u003eEvaluating classifier performance and optimization of parameters for improving performance\u003c\/li\u003e\n\u003cli\u003eImplementing data science API's for linking your models with your web and mobile application\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45555310985367,"sku":"9798589254006","price":1299.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798589254006.webp?v=1767916554","url":"https:\/\/atlanticbooks.com\/products\/data-science-gym-9798589254006","provider":"Atlantic Books","version":"1.0","type":"link"}