000 | 02232nam a22002897a 4500 | ||
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005 | 20240729155636.0 | ||
008 | 240110b2017 us ||||| |||| 00| | eng d | ||
020 | _a9780128042915 | ||
041 | _aeng | ||
082 |
_bWRI _a006.312 |
||
100 | _aWitten, Ian H. | ||
245 |
_aData Mining: _bPractical Machine Learning Tools and Techniques / _c Ian H. Witten, Eibe Frank, Mark A. Hall, Christopher J. Pal |
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250 | _a4th Edition | ||
260 |
_aUnited States : _bMorgan Kaufmann, _c2017 |
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300 |
_axxxii, 621 p. ; _c28 cm. |
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520 | _aData Mining: Practical Machine Learning Tools and Techniques, Fourth 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 fourth 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.rnrnExtensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research. | ||
650 | _aData mining | ||
653 | _aKhai thác dữ liệu | ||
700 | _aFrank, Eibe | ||
700 | _aHall, Mark A. | ||
700 | _aPal, Christopher J. | ||
856 | 4 | 0 | _uhttps://bookworm.vnu.edu.vn/EDetail.aspx?id=78118 |
919 |
_a3Chương trình MIS _bSách tham khảo chương trình MIS _cINS3267 _dKinh doanh thông minh và kho dữ liệu _dBusiness Intelligence and Data Warehousing |
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919 |
_a3Chương trình MIS _cINS3076 _dPhân tích dữ liệu lớn _dBig Data Analytics |
||
919 |
_a5Chương trình DBA _bSách tham khảo chương trình DBA _cINS3073 _dKho Phân tích dữ liệu kinh doanh _dData Warehousing & Business Analytics |
||
942 |
_2ddc _cTB |
||
999 |
_c10517 _d10517 |