A Practical Guide to Data Mining (Chapman & Hall/crc Data Mining and Knowledge Discovery)

Jonason, Gregory/ Hastings, Benjamin

Chapman & Hall（2021/01発売）

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製本 Paperback:紙装版/ペーパーバック版／ページ数 400 p.
言語 ENG
商品コード 9781482239669
DDC分類 310

Full Description

This textbook presents a practical, applications-oriented introduction to data mining. The book uses real examples and case studies to provide a hands-on guidebook for practitioners and students. It includes problems sets, data sets, and case studies that explore how data works and how it can be used. The text introduces various data mining tools, including R, Excel, and others.

Getting Started with Data Mining. The Knowledge Discovery Process (KDP). Algorithms, Algorithms, and More Algorithms. Wrapping Our Heads around Data Analysis. Using Data Mining Tools. Taking Control of Overfitting and Underfitting. Charting and Visualizing the Data. Using Your Results for F-U-N and P-R-O-F-I-T. Future Directions. Appendix.