Data Science from Scratch: First Principles with Python (Record no. 119341)
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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 | 20210216110203.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200107b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352138326 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.7565 |
| Item number | GRU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gurs, Joel |
| 9 (RLIN) | 46542 |
| 245 ## - TITLE STATEMENT | |
| Title | Data Science from Scratch: First Principles with Python |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | Shroff Publishers & Distributors Pvt. Ltd. |
| Date of publication, distribution, etc. | 2019 |
| Place of publication, distribution, etc. | Mumbai |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 384p |
| 500 ## - GENERAL NOTE | |
| General note | 1. Introduction<br/>2. A Crash Course in Python<br/>3. Visualizing Data<br/>4. Linear Algebra<br/>5. Statistics<br/>6. Probability<br/>7. Hypothesis and Inference<br/>8. Gradient Descent<br/>9. Getting Data<br/>10. Working with Data<br/>11. Machine Learning<br/>12. k-Nearest Neighbors<br/>13. Naive Bayes<br/>14. Simple Linear Regression<br/>15. Multiple Regression<br/>16. Logistic Regression<br/>17. Decision Trees<br/>18. Neural Networks<br/>19. Deep Learning<br/>20. Clustering<br/>21. Natural Language Processing<br/>22. Network Analysis<br/>23. Recommender Systems<br/>24. Databases and SQL<br/>25. Map Reduce<br/>26. Data Ethics<br/>27. Go Forth and Do Data Science |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Python (Computer program language) - Database management |
| 9 (RLIN) | 46543 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Call number prefix | 005.7565 |
| Call number suffix | GRU |
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