Machine learning fundamentals: (Record no. 10475)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01495nam a22002297a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251029162100.0 |
| 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 | 9781637427484 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | SAH |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sahay, Rajeev |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning fundamentals: |
| Remainder of title | concepts, models, and applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New York |
| Name of publisher, distributor, etc. | Business Expert Press |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 243 p. |
| 365 ## - TRADE PRICE | |
| Price type code | USD |
| Price amount | 37.99 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book covers ML fundamentals, processes, and applications, that are used as industry standards. Both supervised and unsupervised learning ML models are discussed.<br/><br/>Topics include data collection and feature engineering techniques as well as regression, classification, neural networks (deep learning), and clustering. Motivated by the success of ML in various fields, this book is designed for a wide audience coming from various disciplines such as engineering, IT, or business and is suitable for those getting started with ML for the first time.<br/><br/>This text can also serve as the main or supplementary text in any introductory data science course from any discipline, offering real-world applications and tools in all areas.<br/><br/>(https://www.businessexpertpress.com/books/machine-learning-fundamentals-concepts-models-and-applications/) |
| 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 | Business Analaysics |
| 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 | Smart Technology collection |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sahay, Amar |
| 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 | 2202.66 | 006.31 SAH | 009223 | 11/02/2025 | 1 | 3388.71 | 11/02/2025 | Book |