Data Science from scratch : (Record no. 5008)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01031nam a22001577a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180803b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-93-5213-096-2 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 519.502855133 |
| Item number | GRU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Grus Joel |
| 245 ## - TITLE STATEMENT | |
| Title | Data Science from scratch : |
| Remainder of title | First principles with python / |
| Statement of responsibility, etc. | Joel Grus. |
| 250 ## - EDITION STATEMENT | |
| Remainder of edition statement | 2018. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New Delhi. |
| Name of publisher, distributor, etc. | Shroff Publishers & Distributors; |
| Date of publication, distribution, etc. | 2018. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 311 p . ; |
| Other physical details | softbound |
| Dimensions | 17x23cm |
| 505 ## - FORMATTED CONTENTS NOTE | |
| FORMATTED CONTENTS 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. Clustering<br/>20. Natural language processing<br/>21. Network Analysis<br/>22. Recommender systems<br/>23. Databases and SQL<br/>24. Mapreduce<br/>25. Go forth and do data science<br/> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library |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 | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | Tetso College Library | Tetso College Library | Science and Technology | 03/08/2018 | 700.00 | 519.502855133 GRU | 8460 | 03/08/2018 | 03/08/2018 | Books |