Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning (Record no. 34487)
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
|---|---|
| ISBN | 9781098135720 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Author Mark | GAL-M |
| 100 ## - MAIN ENTRY--AUTHOR | |
| Author Name | Gallatin, Kyle |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd Ed; |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of Publication | Sebastopol, CA. |
| Name of publisher, distributor, etc. | O'Reilly Media |
| Date of publication, distribution, etc. | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Pages | 398p. |
| 500 ## - GENERAL NOTE | |
| General note | This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks.<br/><br/>Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure that it works. From there, you can adapt these recipes according to your use case or application. Recipes include a discussion that explains the solution and provides meaningful context.<br/><br/>Go beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Include Index. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Withdrawn status | Not for loan | Collection code | Permanent Location | Current Location | Shelving Location | Date acquired | Source of acquisition | Price | Full Call Number | Accession No./Barcode | Date last seen | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Computer Science | Air University Kharian Campus Library | Air University Kharian Campus Library | Cyber Security | 02/17/2025 | Ali Book Service | 2014.00 | 006.31 GAL-M | AUKHP0406 | 03/04/2025 | Book |