Machine Learning for Beginners (Record no. 6366)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01192nam a22001817a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250528153955.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250528b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789355515636 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | BHA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bhasin, Harsh |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning for Beginners |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New Delhi |
| Name of publisher, distributor, etc. | BPB |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Page No. | xxiii, 360p. |
| Dimensions | 24 x 18 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Section I: Fundamentals<br/>1. An Introduction to Machine Learning<br/>2. The Beginning: Data Pre-Processing<br/>3. Feature Selection<br/>4. Feature Extraction<br/>5. Model Development<br/>Section II: Supervised Learning<br/>6. Regression<br/>7. K-Nearest Neighbors<br/>8. Classification: Logistic Regression and Naïve Bayes Classifier<br/>9. Neural Network I: The Perceptron<br/>10. Neural Network II: The Multi-Layer Perceptron<br/>11. Support Vector Machines<br/>12. Decision Trees<br/>13. An Introduction to Ensemble Learning<br/>Section III: Unsupervised Learning and Deep Learning<br/>14. Clustering<br/>15. Deep Learning<br/>Appendix 1: Glossary<br/>Appendix 2: Methods/Techniques<br/>Appendix 3: Important Metrics and Formulas<br/>Appendix 4: Visualization- Matplotlib<br/>Answers to Multiple Choice Questions<br/>Bibliography |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Reference |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Currency | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Bill Date | Koha item type | Bill Number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IOT (Internet of Things) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 27/05/2025 | ₹ | 799.00 | 006.31 BHA | 96184 | 28/05/2025 | 26/05/2025 | Reference | CRB/60 | |||||
| Dewey Decimal Classification | IOT (Internet of Things) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 27/05/2025 | ₹ | 799.00 | 006.31 BHA | 96185 | 28/05/2025 | 26/05/2025 | Reference | CRB/60 | |||||
| Dewey Decimal Classification | MCA Collection | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 25/06/2025 | ₹ | 799.00 | 006.31 BHA | 96502 | 05/07/2025 | 24/06/2025 | Reference | CRB/129 | |||||
| Dewey Decimal Classification | Computer Science | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 25/06/2025 | ₹ | 799.00 | 006.31 BHA | 96800 | 09/07/2025 | 24/06/2025 | Reference | CRB/131 | |||||
| Dewey Decimal Classification | Computer Science | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 25/06/2025 | ₹ | 799.00 | 006.31 BHA | 96801 | 09/07/2025 | 24/06/2025 | Reference | CRB/131 |