{"product_id":"what-every-engineer-should-know-about-data-driven-analytics-9781032235431","title":"What Every Engineer Should Know about Data-Driven Analytics","description":"\u003cp\u003e • Author(s): Satish Mahade Srinivasan\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eWhat Every Engineer Should Know About Data-Driven Analytics\u003c\/em\u003e provides a comprehensive introduction to the theoretical concepts and approaches of machine learning that are used in predictive data analytics. By introducing the theory and by providing practical applications, this text can be understood by every engineering discipline. It offers a detailed and focused treatment of the important machine learning approaches and concepts that can be exploited to build models to enable decision making in different domains.\u003c\/p\u003e\u003cul\u003e \u003cli\u003eUtilizes practical examples from different disciplines and sectors within engineering and other related technical areas to demonstrate how to go from data, to insight, and to decision making\u003c\/li\u003e \u003cli\u003eIntroduces various approaches to build models that exploits different algorithms\u003c\/li\u003e \u003cli\u003eDiscusses predictive models that can be built through machine learning and used to mine patterns from large datasets\u003c\/li\u003e \u003cli\u003eExplores the augmentation of technical and mathematical materials with explanatory worked examples\u003c\/li\u003e \u003cli\u003eIncludes a glossary, self-assessments, and worked-out practice exercises\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eWritten to be accessible to non-experts in the subject, this comprehensive introductory text is suitable for students, professionals, and researchers in engineering and data science. \u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45242382975127,"sku":"9781032235431","price":12150.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032235431.webp?v=1769232039","url":"https:\/\/atlanticbooks.com\/products\/what-every-engineer-should-know-about-data-driven-analytics-9781032235431","provider":"Atlantic Books","version":"1.0","type":"link"}