TensorFlow for Deep Learning by Ramsundar and Zadeh is 230 pages of great machine learning content that should compliment any data science library. Bring your club to Amazon Book Clubs, start a new book club and invite your friends to join, or find a club that’s right for you for free. 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 … (window.AmazonUIPageJS ? .buynow-education-pointer{display:block;position:relative;height:.5rem;margin:.5rem 0;border-bottom:1px solid #D8D8D8}.buynow-education-pointer .caret{display:block;position:absolute;bottom:0;height:1rem;width:1rem;border:0 solid #D8D8D8;border-width:1px 1px 0 0;transform:rotate(-45deg) translate(-.7rem);transform-origin:center;background:#fff}.buynow-education-pointer .caret:not([data-position]){display:none}.buynow-education-pointer .caret[data-position=right]{left:75%}.buynow-education-pointer .caret[data-position=center]{left:50%} The book is quite good but most of the examples are based on DeepChem which is a chemistry library that can be quite painful to deal with. Free shipping for many products! 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10px}.atc-mobile-toast-container{position:fixed;left:50%;top:50%;z-index:10001}.atc-mobile-message-styles{font-size:16px;color:#FFF;font-weight:700;font-family:arial}.atc-mobile-toast-overlay-styles{position:absolute;top:0;left:0;z-index:10000;opacity:.6;height:30000px;background-color:#fff;width:100%}.atc-checkmark{color:rgba(255,255,255,.6)}#atc-stay-proceed-to-checkout-container{position:sticky;-webkit-position:sticky;top:0;z-index:100;width:100%;background:linear-gradient(to bottom,#fff,#f7f7f7);border-bottom:1px solid #CCC} {"deviceType":"mobile"} Booktopia has TensorFlow for Deep Learning, From Linear Regression to Reinforcement Learning by Bharath Ramsundar. Reviewed in the United States on February 17, 2019. 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begins next with hyperparameter optimization, convolutional neural networks, recurrent neural networks, reinforced learning, and finally training. The book is quite good but most of the examples are based on DeepChem which is a chemistry library that can be quite painful to deal with. His research focuses on the application of deep-learning to drug-discovery. 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 Some of you may wonder, why the article series about explaining and coding Neural Networks starts withbasic Machine Learning algorithm such as Linear Regression. It is equivalent to seeing some code on github and try learning yourself using google. 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You can write a book review and share your experiences. At times we use some basic linear algebra and calculus, but we will review all necessary fundamentals. 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.vtoAddedToCartChangeover{position:fixed;top:80%;transform:translate(0,-50%);z-index:3} Beijing. These items are shipped from and sold by different sellers. 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. background: url("https://images-na.ssl-images-amazon.com/images/G/01/amazonui/loading/loading-4x._V1_.gif") 50% 50% no-repeat; Introduction to Tensor with Tensorflow In my opinion it failed to do both.... Had high expectations but the book totally ruined them. (window.AmazonUIPageJS ? Since we will not get into the details of either Linear Regression or Tensorflow, please read the following articles for more details: 1. .vas-checkbox-column.a-box{border:0}.vas-checkbox-container .vas-checkbox{margin-left:20px;top:40%;display:block!important}.vas-preferences-column{border-left:1px solid #ddd}.vas-preferences-container{border:0;padding:0 15px}.vas-checkbox-container-alert-on{border-color:red}#vas-preferences-button .a-button-text{font-size:16px}.shipToStoreRow{padding:10px 0}.shipToStoreRow .ship-to-store-ingress-button .a-box-inner{padding-right:1.6em}.shipToStoreRow .ship-to-store-ingress-button .a-icon-touch-link{top:1.3rem!important;margin-top:0!important}.shipToStoreRow .ship-to-store-ingress-button .ship-to-store-ingress-button-radio .ship-to-store-ingress-button-radio-content-container{display:flex}.shipToStoreRow .ship-to-store-ingress-button .ship-to-store-ingress-button-radio .ship-to-store-ingress-button-radio-content-container 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.ship-to-store-merchant-price-strikethrough{top:-.5em}#ship-to-store-pdp-only-modal #ship-to-store-modal-offers-scroller-container .ship-to-store-modal-offer-wrapper .ship-to-store-modal-offer-container .ship-to-store-merchant-bundle-price-container{width:auto}#ship-to-store-pdp-only-modal #ship-to-store-modal-offers-scroller-container .ship-to-store-modal-offer-wrapper .ship-to-store-modal-offer-container .ship-to-store-merchant-bundle-price-container-full-width{width:100%!important}#ship-to-store-pdp-only-modal #ship-to-store-modal-offers-scroller-container .ship-to-store-modal-offer-wrapper .ship-to-store-modal-offer-container .ship-to-store-merchant-bundle-price-breakdown-right-container{margin-left:.5em;margin-right:0;width:auto}#ship-to-store-pdp-only-modal #ship-to-store-modal-offers-scroller-container .ship-to-store-modal-offer-wrapper .ship-to-store-modal-offer-container .ship-to-store-merchant-bundle-price-breakdown-item,#ship-to-store-pdp-only-modal #ship-to-store-modal-offers-scroller-container .ship-to-store-modal-offer-wrapper .ship-to-store-modal-offer-container .ship-to-store-merchant-bundle-price-breakdown-service,#ship-to-store-pdp-only-modal #ship-to-store-modal-offers-scroller-container .ship-to-store-modal-offer-wrapper .ship-to-store-modal-offer-container .ship-to-store-merchant-estimated-service-date,#ship-to-store-pdp-only-modal #ship-to-store-modal-offers-scroller-container .ship-to-store-modal-offer-wrapper .ship-to-store-modal-offer-container .ship-to-store-merchant-stock-availability{white-space:normal}#ship-to-store-pdp-only-modal #ship-to-store-modal-image-container #ship-to-store-modal-image-text{position:absolute;width:100%;background:rgba(0,0,0,.5);color:#fff;padding:1em}#ship-to-store-pdp-only-modal .ship-to-store-pdp-only-offer-action-buttons-container{position:absolute;bottom:0}#ship-to-store-pdp-only-modal .ship-to-store-modal-accept-offer .a-button-text,#ship-to-store-pdp-only-modal .ship-to-store-modal-decline-offer .a-button-text{padding:1rem}
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