Fundamentals of machine learning for predictive data analytics (Record no. 17305)
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000 -LEADER | |
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fixed length control field | 00860cam a2200217 i 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780262044691 |
Terms of availability | $3638 |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | DLC |
Language of cataloging | eng |
Transcribing agency | DLC |
Modifying agency | DLC |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 519.2/870285631 |
100 1# - MAIN ENTRY--AUTHOR NAME | |
Personal name | Kelleher, John D., |
Dates associated with a name | 1974- |
245 10 - TITLE STATEMENT | |
Title | Fundamentals of machine learning for predictive data analytics |
Remainder of title | algorithms, worked examples, and case studies |
Statement of responsibility, etc | John D. Kelleher, Brian MacNamee and Aoife D'Arcy |
250 ## - EDITION STATEMENT | |
Edition statement | 2nd ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | Cambridge, MA |
Name of publisher | The MIT Press |
Year of publication | 2020 |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | liv, 798 p. |
Other physical details | ill. |
520 ## - SUMMARY, ETC. | |
Summary, etc | "A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications"-- |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Machine learning |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Data mining |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Prediction theory |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Mac Namee, Brian |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | D'Arcy, Aoife |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Books |
Withdrawn status | Lost status | Home library | Current library | Shelving location | Date acquired | Full call number | Accession Number | Koha item type |
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DIS Library | DIS Library | New Titles | 16/10/2024 | 519.2 Kellehe | MH010825 | Books |