{"product_id":"solaris-deep-learning-with-tensorflow","title":"Solaris: Deep Learning with TensorFlow","description":"\u003cp\u003eThis book provides a detailed introduction to the fundamental mathematical theories that form the theoretical background of deep learning techniques. It explains basic deep learning models (ANN, Autoencoder, CNN, RNN) with TensorFlow example code to ensure a thorough understanding. Furthermore, it introduces methods for applying deep learning models to various problems and real-world scenarios. The first part of the book covers mathematical theories such as linear algebra, probability and statistics, and optimization theory, and deals with the basic structures of deep learning algorithms: ANN, Autoencoder, CNN, and RNN. The middle section explains how to apply the previously learned ANN, CNN, and RNN structures to problems such as image captioning and semantic image segmentation. The latter part examines the concepts of generative models and reinforcement learning, which are recently popular topics, and teaches how to solve real-world problems using fine-tuning and pre-trained models. With this single volume, you can grasp everything from the basic theories of deep learning to actual implementation using the TensorFlow library. Please check the example files featured in the book at the following address. https:\/\/github.com\/solaris33\/deep-learning-tensorflow-book-code\u003c\/p\u003e\n\u003c!-- kyobooks-enrichment: english summary above, importer facts below --\u003e\n\u003cp\u003e\u003cstrong\u003eKorean title:\u003c\/strong\u003e 텐서플로로 배우는 딥러닝\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKorean author:\u003c\/strong\u003e 솔라리스\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKorean publisher:\u003c\/strong\u003e 영진닷컴\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eISBN-13:\u003c\/strong\u003e 9788931458398\u003c\/p\u003e","brand":"Solaris","offers":[{"title":"Default Title","offer_id":54200487706988,"sku":"9788931458398","price":43.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1002\/3911\/4604\/files\/kyobooks-S000000555212-43489723b8f2f2f3fffd658d0ae22d41a3c5e738aa5b0598f8af05d0911efe10.jpg?v=1786866555","url":"https:\/\/checkout.kyobooks.com\/products\/solaris-deep-learning-with-tensorflow","provider":"KyoBooks","version":"1.0","type":"link"}