The Data Science Handbook (Record no. 111500)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00352nam a2200145 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20180720142316.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180404b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119092940 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 |
| Item number | CAD |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Cady, Field |
| 9 (RLIN) | 26366 |
| 245 ## - TITLE STATEMENT | |
| Title | The Data Science Handbook |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | John and Wiley Sons, Inc. |
| Date of publication, distribution, etc. | 2017 |
| Place of publication, distribution, etc. | Hoboken |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 396p |
| 500 ## - GENERAL NOTE | |
| General note | 1. Introduction: Becoming a Unicorn<br/>Part 1 The Stuff You'll Always Use<br/>2. The Data Science Road Map<br/>3. Programming Languages <br/>4. Data Munging: String Manipulation, Regular Expressions, and Data Cleaning <br/>5. Visualizations and Simple Metrics <br/>6. Machine Learning Overview <br/>7. Interlude: Feature Extraction Ideas<br/>8. Machine Learning Classification <br/>9. Technical Communication and Documentation<br/>Part II Stuff You Still Need to Know<br/>10. Unsupervised Learning: Clustering and Dimensionality Reduction<br/>11. Regression <br/>12. Data Encodings and File Formats<br/>13. Big Data <br/>14. Databases <br/>15. Software Engineering Best Practices <br/>16. Natural Language Processing <br/>17. Time Series Analysis<br/>18. Probability <br/>19. Statistics <br/>20. Programming Language Concepts<br/>21. Performance and Computer Memory<br/><br/>Part III Specialized or Advanced Topics<br/>22. Computer Memory and Data Structures<br/>23. Maximum Likelihood Estimation and Optimization <br/>24. Advanced Classifiers<br/>25. Stochastic Modeling |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Statistics - Data processing - Handbooks, manuals |
| 9 (RLIN) | 29801 |
| 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 | CAD |
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