{"product_id":"data-science-from-scratch-2nd-edition","title":"Data Science from Scratch: 2nd Edition","description":"\u003ch4 data-section-id=\"da8d7w\" data-start=\"0\" data-end=\"21\"\u003eDetailed Overview:\u003c\/h4\u003e\n\u003cp data-start=\"23\" data-end=\"614\"\u003e\u003cstrong\u003e\u003cem data-start=\"23\" data-end=\"93\"\u003eData Science from Scratch: First Principles with Python, 2nd Edition\u003c\/em\u003e by Joel Grus\u003c\/strong\u003e is a practical and accessible guide designed for readers who want to understand the foundations of data science through hands-on Python programming. Rather than relying heavily on complex libraries or black-box tools, the book explains how core data science concepts work from the ground up. It introduces essential topics such as statistics, probability, linear algebra, machine learning, data visualization, natural language processing, and deep learning using clear explanations and real coding examples.\u003c\/p\u003e\n\u003cp data-start=\"616\" data-end=\"1112\"\u003eThe second edition has been updated to reflect modern Python practices and current data science techniques, making it highly valuable for beginners, programmers, analysts, and aspiring machine learning professionals. Readers learn how to build algorithms step by step, gaining a deeper understanding of how models and analytical methods function internally. The book also emphasizes practical implementation, helping readers strengthen both theoretical knowledge and coding skills simultaneously.\u003c\/p\u003e\n\u003cp data-start=\"1114\" data-end=\"1360\"\u003eWidely appreciated for its conversational writing style and educational approach, this book serves as an excellent resource for self-learners, students, and professionals looking to build a solid foundation in data science and Python programmin  \u003cimg src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0761\/2206\/3013\/files\/22d34160-ddd9-4b5a-af40-cf323b6137cf.png?v=1778943185\" alt=\"\"\u003e  \u003c\/p\u003e\n\u003ch4 data-section-id=\"1xpzayd\" data-start=\"2956\" data-end=\"2974\"\u003eProduct Details:\u003c\/h4\u003e\n\u003cp data-start=\"2976\" data-end=\"3239\" data-is-last-node=\"\" data-is-only-node=\"\"\u003e\u003cstrong\u003eTitle\u003c\/strong\u003e: Data Science from Scratch: First Principles with Python 2nd Edition\u003cbr data-start=\"3050\" data-end=\"3053\"\u003e\u003cstrong\u003eAuthor\u003c\/strong\u003e: Joel Grus\u003cbr data-start=\"3070\" data-end=\"3073\"\u003e\u003cstrong\u003eISBN-13:\u003c\/strong\u003e 978-1492041139\u003cbr data-start=\"3096\" data-end=\"3099\"\u003e\u003cstrong\u003eISBN-10\u003c\/strong\u003e: 1492041130\u003cbr data-start=\"3118\" data-end=\"3121\"\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: O’Reilly Media\u003cbr data-start=\"3146\" data-end=\"3149\"\u003e\u003cstrong\u003eBinding\u003c\/strong\u003e: Paperback\u003cbr data-start=\"3167\" data-end=\"3170\"\u003e\u003cstrong\u003eNo of Pages\u003c\/strong\u003e: 406\u003cbr data-start=\"3186\" data-end=\"3189\"\u003e\u003cstrong\u003eLanguage\u003c\/strong\u003e: English\u003cbr data-start=\"3206\" data-end=\"3209\"\u003e\u003cstrong\u003ePublisher Date\u003c\/strong\u003e: April 12, 2019\u003c\/p\u003e","brand":"The Books Empire","offers":[{"title":"Default Title","offer_id":47833309839525,"sku":null,"price":33.9,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0761\/2206\/3013\/files\/51XwoyG7MrL._SY445_SX342_FMwebp.webp?v=1778942153","url":"https:\/\/thebooksempire.com\/products\/data-science-from-scratch-2nd-edition","provider":"The Books Empire","version":"1.0","type":"link"}