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Data Mining: Practical Machine Learning Tools and Techniques

物品 #: 168048448

Data Mining: Practical Machine Learning Tools and Techniques

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物品 #: 168048448

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**2026 Textbook and Academic Authors Association (TAA) Textbook Excellence Texty Award Winner**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 researchProvides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projectsPresents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methodsFeatures in-depth information on deep learning and probabilistic modelsCovers performance improvement techniques, including input preprocessing and combining output from different methodsProvides an appendix introducing the WEKA machine learning workbench and links to algorithm implementations in the softwareIncludes all-new exercises for each chapter

Publisher	Morgan Kaufmann
Publication date	April 15, 2025
Edition	5th
Language	English
Print length	688 pages
ISBN-10	0443158886
ISBN-13	978-0443158889
Item Weight	3.38 pounds (1.53 kg)
Dimensions	7.1 x 1.3 x 9.2 inches (18 x 3.3 x 23.4 cm)

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Data Mining: Practical Machine Learning Tools and Techniques

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題: 如何從 Ubuy 在線購物 Data Mining: Practical Machine Learning Tools and？

回答: 從 Ubuy 在線購物 Data Mining: Practical Machine Learning Tools and 非常簡單。. 您只需搜索產品，在結賬時選擇運輸方式，然後將其運送到您所在的位置。
題: Data Mining: Practical Machine Learning Tools and 可以在 Hong Kong 在線購物嗎？

回答: 是的，您可以在 Ubuy Hong Kong 以合理的價格購買該產品。. Data Mining: Practical Machine Learning Tools and 在本地不可用，但您可以信任我們的快遞服務。
題: 下訂單後需要多長時間才能收到產品？

回答: 您訂購的產品的交貨時間根據您訂購的商品和您選擇的運輸方式而有所不同。. 結賬時會提到預計送貨時間，所以購物時請放心。

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Data Mining: Practical Machine Learning Tools and Techniques