{"id":34927,"date":"2023-02-28T17:16:16","date_gmt":"2023-02-28T17:16:16","guid":{"rendered":"https:\/\/shoppingdealer.com\/?p=34927"},"modified":"2023-02-28T17:16:16","modified_gmt":"2023-02-28T17:16:16","slug":"inference-and-learning-from-data-volume-2-inference","status":"publish","type":"post","link":"https:\/\/shoppingdealer.com\/?p=34927","title":{"rendered":"Inference and Learning from Data: Volume 2: Inference"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/41c79o7JKXL.jpg\" class=\"wp_automatic_gallery\" \/><br \/>\nPrice: <span style=\"color:#b12704\">[price_with_discount]<\/span><br \/><i><small>(as of [price_update_date] &#8211; <span class=\"wp_automatic_amazon_disclaimer\" title=\"Product prices and availability are accurate as of the date\/time indicated and are subject to change. Any price and availability information displayed on [relevant Amazon Site(s), as applicable] at the time of purchase will apply to the purchase of this product.\">Details<\/span>)<\/small><\/i><\/p>\n<p><a href=\"https:\/\/amazon.com\/dp\/1009218263?tag=e038-20\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/i.imgur.com\/ISRHEWs.png?w=720&#038;ssl=1\"><\/a><br \/>\n[ad_1]<br \/>\n  This extraordinary three-volume work, written in an engaging and rigorous style by a world authority in the field, provides an accessible, comprehensive introduction to the full spectrum of mathematical and statistical techniques underpinning contemporary methods in data-driven learning and inference. This second volume, Inference, builds on the foundational topics established in volume I to introduce students to techniques for inferring unknown variables and quantities, including Bayesian inference, Monte Carlo Markov Chain methods, maximum-likelihood estimation, hidden Markov models, Bayesian networks, and reinforcement learning. A consistent structure and pedagogy is employed throughout this volume to reinforce student understanding, with over 350 end-of-chapter problems (including solutions for instructors), 180 solved examples, almost 200 figures, datasets and downloadable Matlab code. Supported by sister volumes Foundations and Learning, and unique in its scale and depth, this textbook sequence is ideal for early-career researchers and graduate students across many courses in signal processing, machine learning, statistical analysis, data science and inference.    <\/p>\n<p> Publisher                                    \u200f                                        :                                    \u200e                                 Cambridge University Press; New edition (March 2, 2023) <br \/> Language                                    \u200f                                        :                                    \u200e                                 English <br \/> Hardcover                                    \u200f                                        :                                    \u200e                                 1070 pages <br \/> ISBN-10                                    \u200f                                        :                                    \u200e                                 1009218263 <br \/> ISBN-13                                    \u200f                                        :                                    \u200e                                 978-1009218269 <br \/> Item Weight                                    \u200f                                        :                                    \u200e                                 4.1 pounds <br \/> Dimensions                                    \u200f                                        :                                    \u200e                                 7.09 x 1.57 x 10.04 inches <\/p>\n<p>[ad_2]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Price: [price_with_discount](as of [price_update_date] &#8211; Details) [ad_1] This extraordinary three-volume work, written in an engaging and rigorous style by a world authority in the field, provides an accessible, comprehensive introduction to the full spectrum of mathematical and statistical techniques underpinning contemporary methods in data-driven learning and inference. This second volume, Inference, builds on the foundational topics established in volume I [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":34928,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-34927","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cellphones-telecommunications"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/shoppingdealer.com\/wp-content\/uploads\/2023\/02\/41c79o7JKXL.jpg?fit=448%2C648&ssl=1","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=\/wp\/v2\/posts\/34927","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=34927"}],"version-history":[{"count":0,"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=\/wp\/v2\/posts\/34927\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=\/wp\/v2\/media\/34928"}],"wp:attachment":[{"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=34927"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=34927"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shoppingdealer.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=34927"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}