Data Mining Concepts and Techniques
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections...
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| Format: | Książka |
| Język: | angielski |
| Wydane: |
India
Elsevier; Standard Edition
2024
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| Wydanie: | 4th |
| Hasła przedmiotowe: | |
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| Streszczenie: | Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. Presents a comprehensive new chapter on deep learning, including improving training of deep learning models, convolutional neural networks, recurrent neural networks, and graph neural networks. |
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| Opis fizyczny: | 752 pages |
| ISBN: | 9788131267660 |