Artificial intelligence and machine learning for business / (Record no. 194017)
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| 000 -LEADER | |
|---|---|
| fixed length control field | aam a22 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | SPU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20190824162139.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190824b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781999730345 |
| Terms of availability | 1940 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SPU |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | SPU_CHN |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TA 347 |
| Item number | F56A 2018 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 234632 |
| Personal name | Finlay, Steven |
| 245 ## - TITLE STATEMENT | |
| Title | Artificial intelligence and machine learning for business / |
| Statement of responsibility, etc. | Steven Finlay |
| 246 ## - VARYING FORM OF TITLE | |
| Title proper/short title | Artificial intelligence and machine learning for business: A no-nonsense guide to data driven technologies |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | Relativistic, |
| Date of publication, distribution, etc. | 2018 |
| Place of publication, distribution, etc. | Great Britain : |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | X, 182 p. ; |
| Dimensions | 22 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction page 1-5 -- 2. What are machine learning and artificial intelligence (AI)? page 6-18 -- 3. What do the scores generated by a predictive model represent? page 19-25 -- 4. Why use machine learning? What value does it add? page 26-30 -- 5. How does machine learning work? page 31-41 -- 6. Using a predictive model to make decisions page 42-46 -- 7. That's scorecards, but what about decision trees? page 47-52 -- 8. Neural networks and deep learning page 53-63 -- 9. Unsupervised and reinforcement learning page 64-76 -- 10. How to build a predictive model page 77-92 -- 11. Operationalizing machine learning page 93-104 -- 12. The relationship between big data and machine learning page 105-110 -- 13. Ethical, law and the GDPR page 111-124 -- 14. The cutting edge of machine learning page 125-133 -- 15. When can i buy a self-driving car? page 134-141 -- 16. Concluding remarks page 142 |
| 650 00 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 47448 |
| Topical term or geographic name entry element | NEURAL NETWORKS (COMPUTER SCIENCE) |
| 650 00 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 54523 |
| Topical term or geographic name entry element | MACHINE LEARNING |
| 650 00 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 212924 |
| Topical term or geographic name entry element | BIG DATA |
| 650 00 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 38892 |
| Topical term or geographic name entry element | ARTIFICIAL INTELLIGENCE |
| 650 00 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 39148 |
| Topical term or geographic name entry element | ARTIFICIAL INTELLIGENCE |
| General subdivision | DATA PROCESSING |
| 850 ## - HOLDING INSTITUTION | |
| Holding institution | SPU |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | General Book |
| 998 ## - STAFF NAME (SPU) | |
| ผู้ลงรายการ | monthira 240819 |
| ผู้วิเคราะห์รายการ | monthira 240819 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | General Books (ENGLISH) | SPU Library, Chonburi campus | SPU Library, Chonburi campus | Floor 3: General Shelves (FOREIGN LANGUAGE) | 24/08/2019 | 1940.00 | TA 347 F56A 2018 | B009075 | 30/08/2019 | 24/08/2019 | General Book |