{"product_id":"bayesian-reasoning-and-gaussian-processes-for-machine-learning-applications-9780367758479","title":"Bayesian Reasoning and Gaussian Processes for Machine Learning Applications","description":"\u003cp\u003e • Author(s): Hemachandran K\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - Bayesian Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book introduces Bayesian reasoning and Gaussian processes into machine learning applications. Bayesian methods are applied in many areas, such as game development, decision making, and drug discovery. It is very effective for machine learning algorithms in handling missing data and extracting information from small datasets. \u003cb\u003eBayesian Reasoning and Gaussian Processes for Machine Learning Applications\u003c\/b\u003e uses a statistical background to understand continuous distributions and how learning can be viewed from a probabilistic framework. The chapters progress into such machine learning topics as belief network and Bayesian reinforcement learning, which is followed by Gaussian process introduction, classification, regression, covariance, and performance analysis of Gaussian processes with other models.\u003c\/p\u003e\u003cp\u003eFEATURES \u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eContains recent advancements in machine learning\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eHighlights applications of machine learning algorithms\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eOffers both quantitative and qualitative research\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes numerous case studies\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis book is aimed at graduates, researchers, and professionals in the field of data science and machine learning.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45241730957463,"sku":"9780367758479","price":10474.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780367758479.webp?v=1769229656","url":"https:\/\/atlanticbooks.com\/products\/bayesian-reasoning-and-gaussian-processes-for-machine-learning-applications-9780367758479","provider":"Atlantic Books","version":"1.0","type":"link"}