{"product_id":"practical-machine-learning-with-python-a-problem-solvers-guide-to-building-real-world-intelligent-systems-9781484232064","title":"Practical Machine Learning with Python: A Problem-Solver's Guide to Building Real-World Intelligent Systems","description":"\u003cp\u003e • Author(s): Dipanjan Sarkar\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eMaster the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. \u003c\/p\u003e\u003cp\u003eThe concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute machine learning systems and projects successfully. \u003ci\u003ePractical Machine Learning with Python\u003c\/i\u003e follows a structured and comprehensive three-tiered approach packed with hands-on examples and code.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003ePart 1 focuses on understanding machine learning concepts and tools. Part 2 details standard machine learning pipelines, with an emphasis on data processing analysis, feature engineering, and modeling. Part 3 explores multiple real-world case studies spanning diverse domains and industries like retail, transportation, movies, music, marketing, computer vision and finance. \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003ePractical Machine Learning with Python\u003c\/i\u003e will empower you to start solving your own problems with machine learning today!\u003c\/p\u003eYou will: \u003cul\u003e\n\u003cli\u003eExecute end-to-end machine learning projects and systems\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eImplement hands-on examples with industry standard, open source, robust machine learning tools and frameworks\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eReview case studies depicting applications of machine learning and deep learning on diverse domains and industries\u003c\/li\u003e\n\u003cli\u003eApply a wide range of machine learning models including regression, classification, and clustering.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274705363095,"sku":"9781484232064","price":5458.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484232064.webp?v=1769280714","url":"https:\/\/atlanticbooks.com\/products\/practical-machine-learning-with-python-a-problem-solvers-guide-to-building-real-world-intelligent-systems-9781484232064","provider":"Atlantic Books","version":"1.0","type":"link"}