{"product_id":"deep-learning-machine-learning-artificial-intelligence-neural-networks-textbook","title":"Deep Learning – Machine Learning, Artificial Intelligence \u0026 Neural Networks Textbook","description":"\u003cp class=\"isSelectedEnd\"\u003e\u003cspan\u003eDeep Learning is a comprehensive reference book on artificial intelligence, machine learning and neural networks, written by leading AI researchers Ian Goodfellow, Yoshua Bengio and Aaron Courville. Published by MIT Press as part of the Adaptive Computation and Machine Learning series, this widely recognized textbook provides an in-depth introduction to modern deep learning theory, mathematics and real-world applications.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"isSelectedEnd\"\u003e\u003cspan\u003eDesigned for university students, researchers, software engineers and AI professionals, this 800-page textbook covers the mathematical foundations of deep learning, including linear algebra, probability, information theory, optimization and machine learning algorithms. Readers will also explore practical neural network architectures, deep feedforward networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), sequence modeling, regularization techniques and optimization methods.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"isSelectedEnd\"\u003e\u003cspan\u003eThe book includes extensive coverage of artificial intelligence applications such as computer vision, natural language processing (NLP), speech recognition, recommendation systems, bioinformatics and video game AI. Advanced chapters introduce representation learning, autoencoders, probabilistic models, generative models, Monte Carlo methods and current deep learning research topics.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"isSelectedEnd\"\u003e\u003cstrong\u003eKey Features:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan\u003e800-page comprehensive deep learning textbook\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eCovers machine learning and artificial intelligence fundamentals\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eNeural networks, CNNs, RNNs and deep learning architectures\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eLinear algebra, probability and optimization concepts\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eComputer vision and natural language processing applications\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003ePractical machine learning methodologies\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eSuitable for students, researchers and software engineers\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003ePart of the Adaptive Computation and Machine Learning series\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eProduct Details:\u003c\/strong\u003e\u003cbr\u003e\u003cspan\u003eTitle: Deep Learning\u003c\/span\u003e\u003cbr\u003e\u003cspan\u003eSeries: Adaptive Computation and Machine Learning\u003c\/span\u003e\u003cbr\u003e\u003cspan\u003eAuthors: Ian Goodfellow, Yoshua Bengio, Aaron Courville\u003c\/span\u003e\u003cbr\u003e\u003cspan\u003ePublisher: The MIT Press\u003c\/span\u003e\u003cbr\u003e\u003cspan\u003ePublication Date: November 2016\u003c\/span\u003e\u003cbr\u003e\u003cspan\u003eLanguage: English\u003c\/span\u003e\u003cbr\u003e\u003cspan\u003eFormat: Paperback \u003c\/span\u003e\u003cbr\u003e\u003cspan\u003ePrint Length: 800 Pages\u003c\/span\u003e\u003cbr\u003e\u003cspan\u003eISBN-13: 9780262337373\u003c\/span\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Discounts kay","offers":[{"title":"Default Title","offer_id":58321513644377,"sku":null,"price":46.89,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1033\/0701\/8585\/files\/1_9dfb4d69-31b7-428f-b40d-bf35ee8ca284.png?v=1781723838","url":"https:\/\/discountskay.shop\/products\/deep-learning-machine-learning-artificial-intelligence-neural-networks-textbook","provider":"Discounts kay","version":"1.0","type":"link"}