(window.AmazonUIPageJS ? Buy a discounted Paperback of TensorFlow for Deep Learning online from Australia's leading online bookstore. If I had to complain, my largest gripe would be the strong bias toward the mathematical details of tensor calculus. The majority of prior tensorflow books usually just provided a printed version of the tensorflow online materials. .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%} In my opinion it failed to do both.... Had high expectations but the book totally ruined them. 書名:TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning,ISBN:1491980451,作者:Bharath Ramsundar, Reza Bosagh Zadeh,出版社:O'Reilly Media,出版日期:2018-03-27,分類:強化學習 Reinforcement、深度學習 DeepLearning、TensorFlow Reza received his PhD in Computational Mathematics from Stanford University under the supervision of Gunnar Carlsson. AmazonUIPageJS : P).when('gestaltCustomizableProductDetailPage').execute(function(){ Download Ebook Tensorflow For Deep Learning From Linear Regression To Reinforcement Learning Tensorflow For Deep Learning From Linear Regression To Reinforcement Learning When people should go to the book stores, search instigation by shop, shelf by shelf, it is in fact problematic. .attach-accessory-sheet{height:100%}.attach-accessory-sheet .attach-container{padding:0}.attach-accessory-sheet .attach-primary-atc-confirm-box{height:50px;border-color:#DDD;border-radius:0}.attach-accessory-sheet .attach-primary-atc-confirm-box .a-box-inner:first-child{padding-top:0;padding-bottom:0;height:100%}.attach-accessory-sheet .attach-primary-atc-confirm-box .a-box-inner:first-child .a-row{height:100%;margin:auto}.attach-accessory-sheet .attach-primary-atc-confirm-box .a-box-inner:first-child .attach-primary-image-container{height:40px;width:40px;margin:8px auto auto}.attach-accessory-sheet 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.attach-accessory-button-row-ld{display:none} It allows you to … The fun really begins next with hyperparameter optimization, convolutional neural networks, recurrent neural networks, reinforced learning, and finally training. TensorFlow for Deep Learning by Ramsundar and Zadeh is 230 pages of great machine learning content that should compliment any data science library. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing … Learning TensorFlow: A Guide to Building Deep Learning Systems, Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. 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.beautyVTOIngressImage{background-size:contain;background-repeat:no-repeat;background-position:center;display:inline-block;float:left;height:3.2rem;width:10rem;margin-top:1rem;margin-right:.5rem;margin-left:.5rem}@media only screen and (max-width:359px){.beautyVTO .beautyVTOIngressImage{width:6rem;margin-left:.4rem;margin-right:.3rem}}.beautyVTO .beautyVTOIngressLabelSection{display:inline-block;float:left;padding-top:1.5rem}@media only screen and (min-width:340px) and (max-width:365px){.beautyVTO .beautyVTOIngressLabel{margin-left:-.3rem}}.beautyVTO .beautyVTOIngressButtonSection{display:inline-block;float:right;width:9.5rem;padding-top:1rem;padding-right:1.2rem}.beautyVTOSecondaryPanel .beautyVTOVariationDetails{display:inline-block;width:100%}.beautyVTOSecondaryPanel .beautyVTOVariationDetailsImageSection{display:inline-block;float:left;width:30%;border:1px solid #d3d3d3;text-align:center}.beautyVTOSecondaryPanel .beautyVTOVariationDetailsInfoSection{display:inline-block;width:70%}.beautyVTOSecondaryPanel .beautyVTOSwatchSection{white-space:nowrap;overflow-x:auto;height:9rem;margin:1rem -1.4rem}.beautyVTOSecondaryPanel .beautyVTOSwatchSection::-webkit-scrollbar{display:none;height:0!important}.beautyVTOSecondaryPanel .beautyVTOSwatchImg{width:6rem;height:6rem;border-radius:100%;cursor:pointer;position:absolute;top:5px;left:5px;background-size:auto 6rem;background-repeat:no-repeat;background-position:center}.beautyVTOSecondaryPanel .beautyVTOSwatchImgDNE{background-color:#DDD}.beautyVTOSecondaryPanel .beautyVTOSwatch{margin-bottom:10px!important;position:relative;margin-left:4px;margin-right:-6px;display:inline-block}.beautyVTOSecondaryPanel .beautyVTOSwatch .innerBorder{border-radius:100%;background-color:transparent;height:6rem;width:6rem;position:absolute;top:2px;left:2px;z-index:1;border:3px solid #fff;box-sizing:content-box}.beautyVTOSecondaryPanel .beautyVTOSwatch .outerBorder{border-radius:100%;background-color:transparent;height:6.6rem;width:6.6rem;position:relative;z-index:0;border:2px solid transparent;box-sizing:content-box}.beautyVTOSecondaryPanel .beautyVTOSwatch.hoverSwatch .outerBorder,.beautyVTOSecondaryPanel .beautyVTOSwatch.selectedSwatch .outerBorder{border:2px solid #e77600}.beautyVTOSecondaryPanel .beautyVTOSwatch.hoverSwatch .outerBorder{opacity:.5}.beautyVTOSecondaryPanel .beautyVTOVariationDetailsAddToCartSection{float:right;text-align:center}.beautyVTOSecondaryPanel .vtoAddedToCartChangeover{position:fixed;top:80%;transform:translate(0,-50%);z-index:3} First of all, it is a very plain algorithm so the reader can grasp an understanding of fundamental Machine Learning concepts such as Supervised Learning, Cost Function, and Gradient Descent. Reinforcement Learning OpenAI Gym. Booktopia has TensorFlow for Deep Learning, From Linear Regression to Reinforcement Learning by Bharath Ramsundar. Access codes and supplements are not guaranteed with used items. In addition to research, Reza designed and teaches two PhD-level classes at Stanford: Distributed Algorithms and Optimization (CME 323), and Discrete Mathematics and Algorithms (CME 305). #value-pick-aw{border-radius:.4rem;border:.1rem #ddd solid;overflow:hidden}#value-pick-aw #value-pick-title-row{overflow:hidden;word-break:keep-all;white-space:nowrap;text-overflow:ellipsis}#value-pick-aw #value-pick-image{display:block;margin-left:auto;margin-right:auto} It is equivalent to seeing some code on github and try learning yourself using google. Reviewed in the United States on August 6, 2018, TensorFlow for Deep Learning – a little hype, and a lot of info. However on the delivery of my new book, some of the pages were crinkled. .cerberus-asin-title{display:block}.cerberus-isthishelpful-button{display:inline-block}#cerberusVoteThankYou{display:none}.cerberus-asin-content{padding-left:15px;padding-right:10px}.cerberus-asin-grid-column{min-width:280px}.cerberus-asin-grid-column:not(:last-child){border-right:1px solid #DDD} First book better than the online materials. TensorFlow is a software library for numerical computation of mathematical expressional, using data flow graphs. #creturnsPolicyBottomSheetContent{padding:10px} a#tell-a-friend{color:#111}.swf-sn-icon-link{border-bottom-right-radius:0;border-top-right-radius:0;border-top-style:none;border-left-style:none;border-bottom-style:none;border-right:1px solid #DDD!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;height:50px!important;background-color:unset}.swf-sn-icon-last{border-right-style:none!important;border-bottom-right-radius:.4em}.swf-sn-icon-link .a-icon-touch-link{background:0 0;display:none}.swf-sn-icon-link .a-box-inner{height:100%;padding:13px 11px 12px!important;text-align:center}.swf-sn-share-link{border:none!important;margin-top:0!important;margin-bottom:0!important;height:50px!important;font-size:16px;overflow:hidden;background-color:unset}.swf-sn-share-link .a-box-inner{height:100%;padding:12px 11px 13px!important}.swf-sn-share-link .a-box-inner span.swf-share-text{vertical-align:middle;line-height:25px}.swf-share-box{margin-right:0!important;width:17%!important}.swf-share-box img{vertical-align:middle}.swf-wide{margin-right:0!important;width:49%!important}.swf-sn-icon-link>.a-box-inner{padding:1.3rem 1.8rem 1.2rem 1.7rem}.swf-share-to-win-box{margin-right:0!important;width:25%!important}.swf-share-to-win-box img{vertical-align:middle}#swf_whatsapp_not_installed_alert{display:none}#swf_whatsapp_not_installed_alert .a-alert-content{font-size:1.3rem!important}#swf-sheet-network-link .a-icon-share-email{transform:scale(1.316,1.235)}a#swf-sheet-network-link .a-icon-share-twitter{transform:scale(1.389,1.471)}a#swf-sheet-network-link .a-icon-share-facebook{transform:scale(1.471,1.471)}a#swf-sheet-network-link .a-icon-share-line{transform:scale(1.471,1.471)}a#swf-sheet-network-link .a-icon-share-whatsapp{transform:scale(1.471,1.471)}a#swf-sheet-network-link .a-icon-share-sms{transform:scale(1.316,1.316)}a#swf-sheet-network-link .a-icon-share-pinterest{transform:scale(1.471,1.471)}a#swf-sheet-network-link .a-icon-share-link{transform:scale(1.389,1.389)}#swf-sheet-content{padding-left:0;border:0!important;height:100%;overflow-y:scroll}#swf-sheet-content .a-box-inner{padding:0!important}#swf-sheet-content .swf-sheet-title{padding-top:20px;padding-bottom:5px;padding-left:20px;color:#555!important}#swf-sheet-content a#swf-sheet-network-link{padding-left:23px;color:#111;font-size:15px;line-height:50px;border-bottom-right-radius:0;border-top-right-radius:0;border-top-style:none;border-left-style:none;border-bottom-style:none;border-right:none;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;height:50px!important}a#swf-sheet-network-link .swf-network-share{text-transform:capitalize;vertical-align:middle;font-size:15px}a#swf-sheet-network-link .swf-sheet-icon{margin-right:20px;display:inline-block;vertical-align:middle;top:0}a#swf-sheet-network-link:active{background:#DEDEDE}.swf-copy-manual #swf-copy-instruction{font-size:11px}#swf-sheet-network-link .swf-copy-manual{display:inline-block;line-height:80%;vertical-align:middle}#swf_bottom_sheet_wa_not_installed_alert{margin-left:20px;display:none}#swf_bottom_sheet_wa_not_installed_alert .a-alert-content{font-size:1.3rem!important}#swf_bottom_sheet_wa_not_installed_alert .a-alert-container{padding-left:1.5rem!important}.buttonStackShareTap .swf-share-icon{vertical-align:middle}.buttonStackShareTap .a-icon-share-email{margin-left:-13px}#tell-a-friend .a-icon-share-email{transform:scale(1.58,1.471)}#tell-a-friend .a-icon-share-twitter{transform:scale(1.389,1.471)}#tell-a-friend .a-icon-share-facebook{transform:scale(1.471,1.471)}#tell-a-friend .a-icon-share-line{transform:scale(1.471,1.471)}#tell-a-friend .a-icon-share-whatsapp{transform:scale(1.471,1.471)}#tell-a-friend .a-icon-share-sms{transform:scale(1.316,1.316)}#swf-share-icon-container-mweb{position:absolute;width:48px;height:48px;margin-left:calc(96vw - 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Through the course, students will use TensorFlow to build models of different complexity, from simple linear/logistic regression to convolutional neural network and recurrent neural networks to solve tasks such as word embedding, translation, optical character recognition, reinforcement learning. . Use reinforcement learning to solve games such as tic-tac-toe; Train deep networks with hardware including GPUs and tensor processing units; Buy : TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning 1st Edition, Kindle Edition by Bharath Ramsundar PDF Download : Reza Bosagh Zadeh is Founder CEO at Matroid and Adjunct Professor at Stanford University. .amazon-certified-badge-container{margin:0 auto;text-align:left;display:inline-block;min-height:60px;border-top:1px solid #E0E0E0;border-bottom:1px solid #E0E0E0;padding:5px 0 10px 0}.amazon-certified-badge-container .amazon-certified-content-wrapper>.amazon-certified-short-detail{margin-bottom:3px}.amazon-certified-badge-container .amazon-certified-content-wrapper>.amazon-certified-short-detail span{font-size:15px!important}.amazon-certified-badge-container .amazon-certified-logo{width:55px;position:absolute;left:0;overflow:hidden;margin-top:3px}.amazon-certified-badge-container .amazon-certified-content{position:relative;border-radius:0 7px 7px 7px;padding:1% 0 0 0;z-index:1}.amazon-certified-badge-container .amazon-certified-content-wrapper{position:relative;min-height:55px;padding-left:65px;overflow:hidden}.amazon-certified-badge-container .amazon-certified-title{text-transform:uppercase;color:#717C78;margin-right:5px;font-size:13px!important}.amazon-certified-badge-container .amazon-certified-learn-more{color:#57adcb;font-size:13px!important}.amazon-certified-badge-container:hover{cursor:pointer}.amazon-certified-badge-container:hover .amazon-certified-learn-more{text-decoration:underline}.amazon-certified-explanatory-view-header{text-transform:uppercase}.amazon-certified-badge-container{width:100%;max-width:460px;border-top:none;border-bottom:none;padding-bottom:5px}.amazon-certified-badge-container .amazon-certified-content{border-radius:.3rem;border-color:#E0E0E0;border-style:solid;border-width:.1rem;padding:5% 3%!important}.amazon-certified-badge-container .amazon-certified-title{margin-right:5px}.amazon-certified-badge-container .amazon-certified-icon-triangle{margin:7px 0 0 5px}#amazon-certified-sheet-content{border:none}#amazon-certified-sheet-content #amazon-certified-explanatory-view-content{padding-left:.75rem}#amazon-certified-sheet-content .amazon-certified-sheet-header{text-transform:uppercase;margin:3% 0} Not that... TensorFlow for Deep Learning by Ramsundar and Zadeh is 230 pages of great machine learning content that should compliment any data science library. .pads-primary-offer-container .pads-cba{border-radius:6px 6px 6px 6px;color:#000;font-size:11px;margin:0 auto;padding:0 5px;width:172px}.pads-primary-offer-container .pads-cba img{margin-top:3px}.pads-primary-offer-container .pads-price{color:#900000;font-family:Arial;font-size:13px;font-style:normal;font-weight:700;margin:0;text-decoration:none}.pads-primary-offer-container .pads-ship{color:#888;font-family:Arial;font-size:13px;font-style:normal;font-weight:400;text-decoration:none}.pads-primary-offer-container .pads-availability{color:#D85C3A;font-family:Arial;font-size:13px;font-style:normal;font-weight:700;margin:0;text-decoration:none}.pads-primary-offer-container .pads-merchant{color:#333;font-family:Arial;font-size:13px;font-style:normal;font-weight:700;margin:0;text-decoration:none}.pads-primary-offer-container 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