Machine learning system design: (Record no. 10476)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01577nam a22002297a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251029164438.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251029b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781633438750 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | BAB |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Babushkin, Valerii |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning system design: |
| Remainder of title | with end-to-end examples |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Shelter Island |
| Name of publisher, distributor, etc. | Manning Publications |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xx, 351 p. |
| 365 ## - TRADE PRICE | |
| Price type code | USD |
| Price amount | 59.99 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | From information gathering to release and maintenance, Machine Learning System Design guides you step-by-step through every stage of the machine learning process. Inside, you’ll find a reliable framework for building, maintaining, and improving machine learning systems at any scale or complexity.<br/><br/>In Machine Learning System Design: With end-to-end examples you will learn:<br/><br/>The big picture of machine learning system design<br/>Analyzing a problem space to identify the optimal ML solution<br/>Ace ML system design interviews<br/>Selecting appropriate metrics and evaluation criteria<br/>Prioritizing tasks at different stages of ML system design<br/>Solving dataset-related problems with data gathering, error analysis, and feature engineering<br/>Recognizing common pitfalls in ML system development<br/>Designing ML systems to be lean, maintainable, and extensible over time<br/><br/>(https://www.manning.com/books/machine-learning-system-design) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data science |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Smart technology collection |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Business analytics |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kravchenko, Arseny |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | 390/25-26 | 09-10-2025 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 11/02/2025 | T V Enterprises | 3478.22 | 006.31 BAB | 009224 | 11/02/2025 | 1 | 5351.11 | 11/02/2025 | Book |