Machine Learning in Production (Record no. 6418)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01292nam a22001817a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250606165437.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250606b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789389588507 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | KEL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kelleher, Andrew |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning in Production |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Noida |
| Name of publisher, distributor, etc. | Pearson |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Page No. | xxiv, 229p. |
| Dimensions | 24 x 18 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | hapter 1: The Role of the Data Scientist<br/><br/><br/>Chapter 2: Project Workflow<br/><br/><br/>Chapter 3: Quantifying Error<br/><br/><br/>Chapter 4: Data Encoding and Preprocessing<br/><br/><br/>Chapter 5: Hypothesis Testing<br/><br/><br/>Chapter 6: Data Visualization<br/><br/><br/>Part II: Algorithms and Architectures<br/><br/><br/>Chapter 7: Introduction to Algorithms and Architectures<br/><br/><br/>Chapter 8: Comparison<br/><br/><br/>Chapter 9: Regression<br/><br/><br/>Chapter 10: Classification and Clustering<br/><br/><br/>Chapter 11: Bayesian Networks<br/><br/><br/>Chapter 12: Dimensional Reduction and Latent Variable Models<br/><br/><br/>Chapter 13: Causal Inference<br/><br/><br/>Chapter 14: Advanced Machine Learning<br/><br/><br/>Part III: Bottlenecks and Optimizations<br/><br/><br/>Chapter 15: Hardware Fundamentals<br/><br/><br/>Chapter 16: Software Fundamentals<br/><br/><br/>Chapter 17: Software Architecture<br/><br/><br/>Chapter 18: The CAP Theorem<br/><br/><br/>Chapter 19: Logical Network Topological Node |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kelleher, Adam |
| 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| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date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 | AIML (Artificial Intelligence and Machine Learning) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 04/06/2025 | ₹ | 670.00 | 006.31 KEL | 96310 | 06/06/2025 | 03/06/2025 | Reference | CRB/84 | |||||
| Dewey Decimal Classification | AIML (Artificial Intelligence and Machine Learning) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 04/06/2025 | ₹ | 670.00 | 006.31 KEL | 96311 | 06/06/2025 | 03/06/2025 | Reference | CRB/84 |