{"product_id":"bayesian-programming-for-beginners-learn-to-build-train-and-apply-bayesian-networks-in-real-projects-9798254161202","title":"Bayesian Programming for Beginners: Learn to Build, Train, and Apply Bayesian Networks in Real Projects","description":"\u003cp\u003e • Author(s): Henry Lin\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Generative AI\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBayesian Programming for Beginners\u003c\/b\u003e is your practical, hands-on guide to building intelligent systems that can reason under uncertainty using Bayesian Networks.\u003c\/p\u003e\u003cp\u003eIn today's data-driven world, real problems are rarely clear-cut. From predicting user behavior to diagnosing diseases or detecting fraud, uncertainty is everywhere. This book teaches you how to embrace that uncertainty and turn it into a powerful advantage.\u003c\/p\u003e\u003cp\u003eDesigned specifically for developers and beginners, this book takes you step by step from the fundamentals of probability to building real-world Bayesian models using Python. You don't need a strong math background-everything is explained in clear, simple language with fully working code examples you can run immediately.\u003c\/p\u003e\u003cp\u003eInside, you'll learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand probability, conditional probability, and Bayes' theorem\u003c\/li\u003e\n\u003cli\u003eBuild and structure Bayesian Networks from scratch\u003c\/li\u003e\n\u003cli\u003ePerform probabilistic inference to make data-driven predictions\u003c\/li\u003e\n\u003cli\u003eLearn model parameters and structures directly from data\u003c\/li\u003e\n\u003cli\u003eUse Python libraries like pgmpy for real-world implementations\u003c\/li\u003e\n\u003cli\u003eApply Bayesian methods to healthcare, finance, and AI systems\u003c\/li\u003e\n\u003cli\u003eScale and optimize models for practical use\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBy the end of this book, you'll be able to design and implement your own Bayesian models for real-world applications such as fraud detection, recommendation systems, and decision support tools.\u003c\/p\u003e\u003cp\u003eWhether you're a developer, data analyst, student, or AI enthusiast, this book will give you a solid foundation in probabilistic thinking and Bayesian programming.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIf you want to build smarter, more explainable AI systems that work in the real world, this book will show you how.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47775378210967,"sku":"9798254161202","price":2544.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798254161202.webp?v=1777989982","url":"https:\/\/atlanticbooks.com\/products\/bayesian-programming-for-beginners-learn-to-build-train-and-apply-bayesian-networks-in-real-projects-9798254161202","provider":"Atlantic Books","version":"1.0","type":"link"}