Machine learning : (Record no. 16272)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01856nam a2200241Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | NULRC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250520102826.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250520s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118889060 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | NULRC |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q 325.5 .B45 2015 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bell, Jason. |
| Relator term | author |
| 245 #0 - TITLE STATEMENT | |
| Title | Machine learning : |
| Remainder of title | hands-on for developers and technical professionals / |
| Statement of responsibility, etc. | Jason Bell |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Indianapolis, Indiana : |
| Name of publisher, distributor, etc. | Wiley, |
| Date of publication, distribution, etc. | c2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxiv, 380 pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | USD33.5 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | What is machine learning? -- Planning machine learning -- Working with decision trees -- Bayesian networks -- Artificial neural networks -- Association rules learning -- Support vector machines -- Clustering -- Machine learning in real time with Spring XD -- Maching learning as a batch process -- Apache Spark -- Machine learning with R. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. It contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. It is an accessible, comprehensive guide for the non-mathematician, providing clear guidance that allows readers to: learn the languages of machine learning including Hadoop, Mahout, and Weka; understand decision trees, Bayesian networks, and artificial neural networks; implement association rule, real time, and batch learning; develop a strategic plan for safe, effective, and efficient machine learning. -- Edited summary |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MACHINE LEARNING |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bell, Jason |
| Relator term | co-author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Master of Science in Computer Science | LRC - Main | National University - Manila | General Circulation | 12/01/2017 | Purchased - Amazon | 33.50 | GC Q 325.5 .B45 2015 | NULIB000014031 | 05/20/2025 | c.1 | 05/20/2025 | Books |