Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking (Record no. 119250)
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| 000 -LEADER | |
|---|---|
| fixed length control field | nam a22 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210326105533.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 191220b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789351102670 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 |
| Item number | PRO |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Provost, Foster |
| 9 (RLIN) | 46121 |
| 245 ## - TITLE STATEMENT | |
| Title | Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | Shroff Publishers & Distributors Pvt. Ltd. |
| Date of publication, distribution, etc. | 2013 |
| Place of publication, distribution, etc. | Sebastopol |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 384p |
| 500 ## - GENERAL NOTE | |
| General note | 1. Introduction: Data-Analytic Thinking <br/>2. Business Problems and Data Science Solutions <br/>3. Introduction to Predictive Modeling: From Correlation to Supervised Segmentation <br/>4. Fitting a Model to Data <br/>5. Overfitting and Its Avoidance <br/>6. Similarity, Neighbors, and Clusters <br/>7. Decision Analytic Thinking I: What Is a Good Model? <br/>8. Visualizing Model Performance <br/>9. Evidence and Probabilities <br/>10. Representing and Mining Text <br/>11. Decision Analytic Thinking II: Toward Analytical Engineering <br/>12. Other Data Science Tasks and Techniques <br/>13. Data Science and Business Strategy <br/>14. Conclusion |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Big data - Information science |
| 9 (RLIN) | 46122 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Fawcett, Tom |
| 9 (RLIN) | 46123 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Call number prefix | 005.74 |
| Call number suffix | PRO |
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