{"product_id":"prescriptive-analytics-with-python-data-driven-decision-making-at-scale-9798315558743","title":"Prescriptive Analytics with Python: Data-Driven Decision Making at Scale","description":"\u003cp\u003e • Author(s): Hayden Van Der Post\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Languages - Python\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eData-Driven Decision Making at Scale\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003ePrediction is powerful - but prescription is transformative. In today's data-driven world, the ability to \u003cb\u003enot only forecast outcomes but recommend optimal actions\u003c\/b\u003e is what separates insight from impact.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePrescriptive Analytics with Python\u003c\/b\u003e is your hands-on guide to building intelligent decision systems that go beyond analysis - and actively drive strategy, automation, and results. From linear programming and optimization to advanced reinforcement learning frameworks, this book covers the full spectrum of tools used to develop scalable prescriptive solutions.\u003c\/p\u003e\u003cp\u003eInside, you'll learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eApply optimization techniques like linear, integer, and nonlinear programming\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLeverage libraries like \u003cb\u003ePuLP\u003c\/b\u003e, \u003cb\u003eSciPy\u003c\/b\u003e, and \u003cb\u003ePyomo\u003c\/b\u003e to solve real business problems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild recommender systems that go beyond prediction to action\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntegrate \u003cb\u003esimulation\u003c\/b\u003e, \u003cb\u003escenario modeling\u003c\/b\u003e, and \u003cb\u003econstraint-based decision engines\u003c\/b\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCombine predictive models with prescriptive logic for smarter automation\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploy scalable prescriptive solutions in supply chain, finance, marketing, and operations\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're a data scientist, business analyst, or Python developer looking to level up your analytics game, this book gives you the practical knowledge to move from \"What will happen?\" to \u003cb\u003e\"What should we do?\"\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eThink ahead. Decide smarter. Build systems that act.\u003c\/i\u003e\u003c\/p\u003e\u003cbr\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45554957320343,"sku":"9798315558743","price":3802.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798315558743.webp?v=1768589194","url":"https:\/\/atlanticbooks.com\/products\/prescriptive-analytics-with-python-data-driven-decision-making-at-scale-9798315558743","provider":"Atlantic Books","version":"1.0","type":"link"}