{"product_id":"the-deep-learning-workshop-take-a-hands-on-approach-to-understanding-deep-learning-and-build-smart-applications-that-can-recognize-images-and-interpr-paperback","title":"The Deep Learning Workshop: Take a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpr - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eMirza Rahim Baig\u003c\/b\u003e (Author), \u003cb\u003eThomas V. Joseph\u003c\/b\u003e (Author), \u003cb\u003eNipun Sadvilkar\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eTake a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpret text\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUnderstand how to implement deep learning with TensorFlow and Keras\u003c\/li\u003e \u003cli\u003eLearn the fundamentals of computer vision and image recognition\u003c\/li\u003e \u003cli\u003eStudy the architecture of different neural networks\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eAre you fascinated by how deep learning powers intelligent applications such as self-driving cars, virtual assistants, facial recognition devices, and chatbots to process data and solve complex problems? Whether you are familiar with machine learning or are new to this domain, The Deep Learning Workshop will make it easy for you to understand deep learning with the help of interesting examples and exercises throughout.\u003c\/p\u003e \u003cp\u003eThe book starts by highlighting the relationship between deep learning, machine learning, and artificial intelligence and helps you get comfortable with the TensorFlow 2.0 programming structure using hands-on exercises. You'll understand neural networks, the structure of a perceptron, and how to use TensorFlow to create and train models. The book will then let you explore the fundamentals of computer vision by performing image recognition exercises with convolutional neural networks (CNNs) using Keras. As you advance, you'll be able to make your model more powerful by implementing text embedding and sequencing the data using popular deep learning solutions. Finally, you'll get to grips with bidirectional recurrent neural networks (RNNs) and build generative adversarial networks (GANs) for image synthesis.\u003c\/p\u003e \u003cp\u003eBy the end of this deep learning book, you'll have learned the skills essential for building deep learning models with TensorFlow and Keras.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUnderstand how deep learning, machine learning, and artificial intelligence are different\u003c\/li\u003e \u003cli\u003eDevelop multilayer deep neural networks with TensorFlow\u003c\/li\u003e \u003cli\u003eImplement deep neural networks for multiclass classification using Keras\u003c\/li\u003e \u003cli\u003eTrain CNN models for image recognition\u003c\/li\u003e \u003cli\u003eHandle sequence data and use it in conjunction with RNNs\u003c\/li\u003e \u003cli\u003eBuild a GAN to generate high-quality synthesized images\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eIf you are interested in machine learning and want to create and train deep learning models using TensorFlow and Keras, this workshop is for you. A solid understanding of Python and its packages, along with basic machine learning concepts, will help you to learn the topics quickly.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 474\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.95 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 30, 2020\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":43776415924359,"sku":"9781839219856","price":66.22,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/mK-MEv2LtY9781839219856.webp?v=1769251886","url":"https:\/\/booksby.splitshops.com\/products\/the-deep-learning-workshop-take-a-hands-on-approach-to-understanding-deep-learning-and-build-smart-applications-that-can-recognize-images-and-interpr-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}