{"product_id":"data-science-from-scratch-second-edition-by-joel-grus","title":"Data Science from Scratch Second Edition By Joel Grus","description":"\u003cblockquote\u003e\n\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eBest Seller: READ IT \u003cbr\u003ePaper quality: 70 gsm off white (Excellent)\u003cbr\u003eCover quality: 260 gsm card.\u003c\/span\u003e\u003c\/h2\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\n\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eSize: B5 (7.5x\u003cspan\u003e10\u003c\/span\u003e) \u003c\/span\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003c\/span\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003c\/span\u003e\n\u003c\/h2\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eDigitally printed, with excellent print and paper quality.\u003cbr\u003eSample Pictures Available in 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class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv data-testid=\"contentContainer\" class=\"TruncatedContent__text TruncatedContent__text--large TruncatedContent__text--expanded\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003cdiv class=\"BookPageMetadataSection__description\" data-testid=\"description\"\u003e\n\u003cdiv class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv data-testid=\"contentContainer\" class=\"TruncatedContent__text TruncatedContent__text--large TruncatedContent__text--expanded\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003cdiv data-testid=\"description\" class=\"BookPageMetadataSection__description\"\u003e\n\u003cdiv class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"TruncatedContent__text TruncatedContent__text--large TruncatedContent__text--expanded\" data-testid=\"contentContainer\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003ch2 class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\u003cem\u003e\u003cstrong\u003e\"Explore stories that inspire, educate, and entertain—one book at a time.\u003c\/strong\u003e\u003cstrong\u003e\"\u003c\/strong\u003e\u003c\/em\u003e\u003c\/h2\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003ch3\u003e\u003cem\u003e\u003cstrong\u003eBook Synopsis:\u003c\/strong\u003e\u003c\/em\u003e\u003c\/h3\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp data-start=\"300\" data-end=\"825\"\u003e\u003cstrong data-start=\"300\" data-end=\"358\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e is a comprehensive guide for beginners and professionals who want to learn data science by building algorithms and models from the ground up. This book emphasizes understanding the fundamental concepts of data science, including statistics, machine learning, and data visualization. \u003cstrong data-start=\"642\" data-end=\"700\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e equips readers with the skills to implement real-world data science projects without relying heavily on pre-built libraries.\u003c\/p\u003e\n\u003cp data-start=\"827\" data-end=\"1302\"\u003eAt the core of \u003cstrong data-start=\"842\" data-end=\"900\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e is a focus on Python programming for data analysis. The book introduces readers to Python libraries, data structures, and algorithms while providing hands-on examples. By following \u003cstrong data-start=\"1082\" data-end=\"1140\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e, readers learn how to implement core data science techniques such as linear regression, classification, clustering, and natural language processing from scratch.\u003c\/p\u003e\n\u003cp data-start=\"1304\" data-end=\"1731\"\u003e\u003cstrong data-start=\"1304\" data-end=\"1362\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e also covers essential topics such as probability, statistics, and exploratory data analysis. The book emphasizes a practical, project-based approach, allowing readers to work with real datasets and gain insights from raw data. With clear explanations, \u003cstrong data-start=\"1615\" data-end=\"1673\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e teaches the fundamentals while reinforcing coding skills.\u003c\/p\u003e\n\u003cp data-start=\"1733\" data-end=\"2188\"\u003eOne of the major strengths of \u003cstrong data-start=\"1763\" data-end=\"1821\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e is its focus on understanding the “why” behind algorithms, not just the “how.” Readers learn the underlying mathematics and logic behind machine learning models, helping them build intuition and confidence in applying techniques. \u003cstrong data-start=\"2052\" data-end=\"2110\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e ensures that learners develop a solid foundation in both theory and practice.\u003c\/p\u003e\n\u003cp data-start=\"2190\" data-end=\"2611\"\u003e\u003cstrong data-start=\"2190\" data-end=\"2248\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e also guides readers in data visualization, evaluating models, and preparing data for analysis. The book includes practical advice for structuring projects, handling messy data, and debugging code. By following the methods in \u003cstrong data-start=\"2474\" data-end=\"2532\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e, aspiring data scientists can build robust, end-to-end data science workflows.\u003c\/p\u003e\n\u003cp data-start=\"2613\" data-end=\"3013\"\u003eFor students, developers, and aspiring data scientists in Pakistan and worldwide, \u003cstrong data-start=\"2695\" data-end=\"2753\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e is an essential resource. Whether starting a career in data science or refining programming and analytical skills, \u003cstrong data-start=\"2869\" data-end=\"2927\"\u003eData Science from Scratch, Second Edition By Joel Grus\u003c\/strong\u003e provides a hands-on, practical approach to mastering data science from the ground up.\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e","brand":"READ IT","offers":[{"title":"Default Title","offer_id":51522908520760,"sku":null,"price":1599.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0956\/9894\/4312\/files\/812I0mhF0DL._AC_UF894_1000_QL80.jpg?v=1766274095","url":"https:\/\/read-it.pk\/products\/data-science-from-scratch-second-edition-by-joel-grus","provider":"READ IT","version":"1.0","type":"link"}