{"product_id":"deep-learning-adaptive-computation-and-machine-learning-series","title":"Adaptive Computation and Machine Learning Series Deep Learning Guide","description":"\u003cp\u003eThis extensive reference manual centers on neural networks, deep learning, and current artificial intelligence technologies. Co-authored by Ian Goodfellow, Yoshua Bengio, and Aaron Courville, the text investigates the practical applications and theoretical underpinnings that drive modern machine learning frameworks.\u003c\/p\u003e\n\n\u003cp\u003eThe publication evaluates essential concepts concerning neural network architecture, optimization strategies, machine learning, and computational learning methodologies. The material is logically arranged to supply individuals with a systematic comprehension of deep learning structures alongside the mathematical principles that facilitate their creation and deployment.\u003c\/p\u003e\n\n\u003cp\u003eProfessionals and academics can delve into subjects regarding representation learning, deep neural networks, sequence modeling, convolutional frameworks, and machine learning design. Furthermore, the guide addresses techniques applied within advanced computational training, data-centric systems, and artificial intelligence research.\u003c\/p\u003e\n\n\u003cp\u003eIdeal for educators, researchers, technology practitioners, and students, this comprehensive text delivers an in-depth exploration of the deep learning theories utilized throughout natural language processing, computer vision, data science, and artificial intelligence domains.\u003c\/p\u003e\n\n\u003ch3\u003eTopics Covered:\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDeep learning fundamentals\u003c\/li\u003e\n  \u003cli\u003eNeural network architectures\u003c\/li\u003e\n  \u003cli\u003eMachine learning principles\u003c\/li\u003e\n  \u003cli\u003eOptimization algorithms\u003c\/li\u003e\n  \u003cli\u003eDeep neural network training\u003c\/li\u003e\n  \u003cli\u003eRepresentation learning\u003c\/li\u003e\n  \u003cli\u003eConvolutional neural networks\u003c\/li\u003e\n  \u003cli\u003eSequence modeling concepts\u003c\/li\u003e\n  \u003cli\u003eArtificial intelligence applications\u003c\/li\u003e\n  \u003cli\u003eComputational learning methods\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eSpecifications:\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTitle:\u003c\/strong\u003e Deep Learning\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAuthor:\u003c\/strong\u003e Ian Goodfellow, Yoshua Bengio, Aaron Courville\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSeries:\u003c\/strong\u003e Adaptive Computation and Machine Learning\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCategory:\u003c\/strong\u003e Artificial Intelligence\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSubject:\u003c\/strong\u003e Deep Learning and Machine Learning\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLanguage:\u003c\/strong\u003e English\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eISBN-10:\u003c\/strong\u003e 0262035618\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eISBN-13:\u003c\/strong\u003e 978-0262035613\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"The Book Rack","offers":[{"title":"Default Title","offer_id":48506330513620,"sku":null,"price":53.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0850\/7424\/7892\/files\/deep-learning-adaptive-computation-and-machine-learning-series.jpg?v=1787199842","url":"https:\/\/thebookrack.us\/products\/deep-learning-adaptive-computation-and-machine-learning-series","provider":"The Book Rack","version":"1.0","type":"link"}