Data Mining Practical Machine Learning Tools and Techniques
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Engelsk
Data Mining: Practical Machine Learning Tools and Techniques, Fifth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and technique...
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Forlagsbeskrivelse af Data Mining Practical Machine Learning Tools And Techniques
Data Mining: Practical Machine Learning Tools and Techniques, Fifth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated new edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches. Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including more recent deep learning content on topics such as generative AI (GANs, VAEs, diffusion models), large language models (transformers, BERT and GPT models), and adversarial examples, as well as a comprehensive treatment of ethical and responsible artificial intelligence topics. Authors Ian H. Witten, Eibe Frank, Mark A. Hall, and Christopher J. Pal, along with new author James R. Foulds, include today’s techniques coupled with the methods at the leading edge of contemporary research
Detaljer
Forlag
Morgan Kaufmann Publishers In
ISBN
9780443158889
Sprog
Engelsk
Sider
688
Udgivelsesdato
01-03-2025
Format
Paperback
Varenr.
3283126
EAN nr.
9780443158889
Varegruppe
Edb
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