It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. (window.AmazonUIPageJS ? This repository is a collection of notebooks about Bayesian Machine Learning.The following links display some of the notebooks via nbviewer to ensure a proper rendering of formulas.. Bayesian regression with linear basis function models. However, learning and implementing Bayesian models is not easy for data science practitioners due to […] ","fractionalValue":"96","symbolPosition":"left","hasSpace":false,"showFractionalPartIfEmpty":true,"offerListingId":"4uGkvxQIn5%2BZEYeEDnsGlCMrM3aOqWf%2FTTipIN4YnOX%2B1vWv0B%2BmPsWsOdyzFwZL1s1RrFh47XWFElfQuoch9BM4c02fNyd9d39SB8qxT%2FeY5uyXPG8LRyVtAdrP2tWGv5%2Fs%2FjQl94oY6Ic50tVKgbrExzIlHGKk1cyhc8wiWIKtKqf9rWYA5l0FOz3pwYIp"}], Select a location to see product availability. .list-item-image{height:3.5rem;width:3.5rem}.list-profile-image{height:3.5rem;width:3.5rem;overflow:hidden;border-radius:50%}.atwl-list-name{display:inline-block;max-width:13.5rem;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;padding-left:3%}.atwl-list-name-expand{display:inline-block;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;padding-left:5px}.list-profile-image-column{vertical-align:baseline!important}.atwl-privacy{padding-left:.5rem;position:relative;display:inline-block;bottom:.5rem}#heart-background{background-color:#fff;opacity:.95;margin-bottom:.5rem;margin-left:.5rem;width:3.3rem;height:3.3rem;border-radius:3.3rem}.list-heart-sprite{float:left;display:inline-block;max-width:3rem}.list-heart{z-index:95;position:absolute;left:0;bottom:0;padding:1rem}.text-dark-sky-color{color:#00464F}#heart-list-name{color:#00464F;border-bottom:solid 2px #82D8E2;line-height:2.5rem}.heart-dropdown{margin-left:1rem;display:inline-block}.list-heart-underline{border-bottom:solid 2px #82D8E2}#heart-added-toast-contents,#heart-removed-toast-contents{float:left;padding-bottom:1rem;margin-left:4rem;display:inline-flex}.heart-toast-text{overflow:hidden;display:inline-block;text-overflow:ellipsis;white-space:nowrap}#heart,#heart-background,#unheart{position:absolute;left:0;bottom:0}.list-heart-sprite-simple{background-size:4.3rem 4.3rem;background-position:0rem 1.7rem;background-repeat:no-repeat;display:inline-block;position:absolute;left:0;bottom:0;max-width:6rem!important}.list-heart-simple{position:absolute;left:0;bottom:0}.list-heart .list-heart-state-saved{background-image:url(https://m.media-amazon.com/images/G/01/wishlist/heart_saved_mob_2x._CB454125771_.png);width:6rem;height:6rem}.list-heart .list-heart-state-save{background-image:url(https://m.media-amazon.com/images/G/01/wishlist/heart_save_mob_2x._CB464597060_.png);width:6rem;height:6rem}.heart-notification{background-color:#464646;position:fixed;left:0;bottom:-15%;z-index:9999;width:100%;height:4.5rem;font-size:1.2rem}.heart-notification-text{color:#fff;font-size:1.2rem;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;display:inline-block;max-width:100%} #product-image-gallery .image-gallery-tint{position:absolute;top:0;bottom:0;left:0;right:0;background-color:rgba(0,0,0,.02)}#product-image-gallery{margin-right:-1.4rem;margin-left:-1.4rem}#product-image-gallery .image-gallery-common-desktop-slot,#product-image-gallery .image-gallery-slot{position:relative;text-align:center}#product-image-gallery .product-image{max-height:400px}#product-image-gallery .image-gallery-common-desktop-slot{float:left;margin-left:14px;overflow:hidden;display:inline-block}#product-image-gallery .image-gallery-slot-row-of-two{width:48%}#product-image-gallery .image-gallery-slot-row-of-three{width:30.33333%}#product-image-gallery .product-image-row-of-two{height:400px;object-fit:contain}#product-image-gallery .product-image-row-of-three{height:330px;object-fit:contain} The book is available in hardcopy from Cambridge University Press. .unifiedLocationMobileButton{margin-left:0!important;margin-right:0!important}li #unifiedLocationCountrySelectionLink .a-box-inner{padding:0}.unifiedLocationMarginLeftClass{margin-left:10px}.ddm-cust-addr-btn .a-button-inner{background:#fff}.ddm-cust-addr-btn.a-button-small .a-button-text{font-size:13px}.ddm-cust-addr-btn:hover{border-color:#e47911}.ddm-cust-addr-btn:hover .a-button-inner{background:#fefaf6}.ddm-country-select{padding:2px}.ddm-sbr-undeliverable-alert{color:#d00000;font-weight:700}#ftMessage b,#ftMessage strong{color:#333}#ftMessage #ftCountdown,#ftMessage b a:link{font-weight:700!important}#ftMessage span.rddTitle{color:#090;font-weight:700} Therefore, the book includes introductory chapters that contain a solid introduction to key topics such as Bayesian statistics and concepts in machine learning and statistical physics. 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