Deep learning illustrated : a visual, interactive guide to artificial intelligence /
Jon Krohn, with Grant Beyleveld and [illustrated by] Aglaé Bassens.
Bok Engelsk 2020
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Omfang | XXXVIII, 368 sider : : illustrasjoner ;
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Opplysninger | Formerly CIP.. - Introducing deep learning. Biological and machine vision -- Human and machine language -- Machine art -- Game-playing machines -- Essential theory illustrated. The (Code) cart ahead of the (theory) horse -- Artificial neurons detecting hot dogs -- Artificial neural networks -- Training deep networks -- Improving deep networks -- Interactive applications of deep learning. Machine vision -- Natural language processing -- Generative adversarial networks -- Deep reinforcement learning -- You and AI. Moving forward with your own deep learning projects -- Aooendix A: Formal neural network notation -- Appendix B: Backpropagation -- Appendix C: PyTorch.. - Deep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and driving unprecedented algorithm performance. "Deep learning illustrated" is uniquely intuitive and offers a complete introduction to the discipline's techniques. Packed with full-color figures and easy-to-follow code, it sweeps away the complexity of building deep learning models, making the subject approachable and fun to learn.
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Emner | Artificial intelligence.
Machine learning. Natural language processing (Computer science) Artificial Intelligence. Vis mer... Natural Language Processing.
Apprentissage automatique. Intelligence artificielle. Traitement automatique des langues naturelles. Artificial intelligence. : (OCoLC)fst00817247 Datamaskiner : (NO-TrBIB)NTUB13217 Dyp læring (Maskinlæring) : (NO-TrBIB)HUME63886 Kunstig intelligens : (NO-TrBIB)NTUB06193 Machine learning. : (OCoLC)fst01004795 Natural language processing (Computer science) : (OCoLC)fst01034365 artificial intelligence. |
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ISBN | 0135116694. - 9780135116692
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