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Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective

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Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective - Rafatirad, Setareh, and Homayoun, Houman, and Chen, Zhiqian
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This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time ...

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Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective 2023, Springer Nature Switzerland AG, Cham

ISBN-13: 9783030967581

Paperback

Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective 2022, Springer, Cham

ISBN-13: 9783030967550

2022 edition

Hardcover