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Item Information   Holdings     Summary     More Content       More by this author     Glassner, Andrew S., author.     Subjects     Deep learning (Machine learning)     Machine learning.     Neural networks (Computer science)     Artificial intelligence.     Browse Catalog     by author:      Glassner, Andrew S., author.       by title:      Deep learning : a vi...         MARC Display

Deep learning : a visual approach / Andrew Glassner. by Glassner, Andrew S., author. San Francisco, CA : No Starch Press, [2021] Subjects Deep learning (Machine learning)   Machine learning.   Neural networks (Computer science)   Artificial intelligence. ISBN:  9781718500723 (paperback) : 1718500726 (paperback) : Description:  xxviii, 736 pages : color illustrations 24 cm Contents:  Part I: Foundational ideas -- An overview of machine learning -- Essential statistics -- Measuring performance -- Bayes' rule -- Curves and surfaces -- Information theory -- Part II: Basic machine learning -- Classification -- Training and testing -- Overfitting and underfitting -- Data preparation -- Classifiers -- Ensembles -- Part III: Deep learning basics -- Neural networks -- Backpropagation -- Optimizers -- Part IV: Beyond the basics -- Convolutional neural networks -- Convnets in practice -- Autoencoders -- Recurrent neural networks -- Attention and transformers -- Reinforcement learning -- Generative adversarial networks -- Creative applications. Requests:  0 Summary:  "A practical, thorough introduction to deep learning, without the usage of advanced math or programming. Covers topics such as image classification, text generation, and the machine learning techniques that are the basis of modern AI"--   Copy/Holding information Location Collection Call No. Status   Hawaii State Library Business, Science & Technology 006.31 Gl Checked In Add Copy to MyList Wahiawa Public Library Adult Nonfiction 006.31 Gl Checked In Add Copy to MyList

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