{"product_id":"deep-learning-with-tensorflow-and-keras-third-edition","title":"Deep Learning with TensorFlow and Keras - Third Edition","description":"\u003cp\u003e\u003cstrong\u003eBuild cutting edge machine and deep learning systems for the lab, production, and mobile devices.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free eBook in PDF format.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features:\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samples\u003c\/li\u003e\n\u003cli\u003eImplement graph neural networks, transformers using Hugging Face and TensorFlow Hub, and joint and contrastive learning\u003c\/li\u003e\n\u003cli\u003eLearn cutting-edge machine and deep learning techniques\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description:\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eDeep Learning with TensorFlow and Keras teaches you neural networks and deep learning techniques using TensorFlow (TF) and Keras. You'll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eTensorFlow 2.x focuses on simplicity and ease of use, with updates like eager execution, intuitive higher-level APIs based on Keras, and flexible model building on any platform. This book uses the latest TF 2.0 features and libraries to present an overview of supervised and unsupervised machine learning models and provides a comprehensive analysis of deep learning and reinforcement learning models using practical examples for the cloud, mobile, and large production environments.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book also shows you how to create neural networks with TensorFlow, runs through popular algorithms (regression, convolutional neural networks (CNNs), transformers, GANs, recurrent neural networks (RNNs), natural language processing (NLP), and Graph Neural Networks (GNNs)), covers working example apps, and then dives into TF in production, TF mobile, and TensorFlow with AutoML.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn:\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn how to use the popular GNNs with TensorFlow to carry out graph mining tasks\u003c\/li\u003e\n\u003cli\u003eDiscover the world\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":67654561628527,"sku":"9781803232911","price":404.68,"currency_code":"BRL","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0921\/9384\/9711\/files\/1803232919.jpg?v=1790983021","url":"https:\/\/internacional.umlivro.com.br\/products\/deep-learning-with-tensorflow-and-keras-third-edition","provider":"UmLivro Internacional","version":"1.0","type":"link"}