Readings from programing with python / (Record no. 4363)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02209nam a22002417a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250326110016.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250326b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780357637456 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | Foundation University |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | (CCS) QA76.73.P98 |
| Item number | 2023 M478 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mcmullen, Kyla |
| Dates associated with a name | author |
| 9 (RLIN) | 10384 |
| 245 ## - TITLE STATEMENT | |
| Title | Readings from programing with python / |
| Statement of responsibility, etc. | Kyla Mcmullen, Elizabeth Matthews & June Jamrich Parsons |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boston : |
| Name of publisher, distributor, etc. | Cengage Learning Inc. ; |
| Date of publication, distribution, etc. | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xii, 533 pages ; |
| Other physical details | ill. col, tables ; |
| Dimensions | 24 cm |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | includes bibliographical references and appendices. |
| 520 ## - ABSTRACT, SUMMARY, ETC. | |
| Abstract, Summary, etc. | "The machine learning field is concerned with the question of how to create computer programs that automatically improve information. In recent years, many successful electronic learning applications have been made, from data mining systems that learn to detect fraudulent credit card transactions, filtering programs that learn user readings, to private cars that learn to drive on public highways. At the same time, there have been significant developments in the concepts and algorithms that form the basis for this field. Machine learning is programming computers to optimize a performance criterion using example data or past experience. The goal of this textbook is to present the key concepts of Machine Learning which includes Python concepts and Interpreter, Foundation of Machine Learning, Data Pre-processing, Supervised Machine Learning, Unsupervised Machine Learning, Reinforcement Learning, Kernel Machine, Design and analysis of Machine Learning experiment and Data visualization. The theoretical concepts along with coding implementation are covered. This book aims to pursue a middle ground between a theoretical textbook and one that focuses on applications. The book concentrates on the important ideas in machine learning"-- Provided by publisher.<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Python (Computer program language) |
| 9 (RLIN) | 2167 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning. |
| 9 (RLIN) | 10387 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer algorithms. |
| 9 (RLIN) | 10388 |
| 658 ## - INDEX TERM--CURRICULUM OBJECTIVE | |
| Main curriculum objective | Computer Studies, College of. |
| Subordinate curriculum objective | Readings from programing with python. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Classification part | QA76.73.P98 |
| Item part | 2023 M478 |
| Call number prefix | (CCS) |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Accession Number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Foundation University Library | Foundation University Library | Circulation | 03/26/2025 | Library Budget | (CCS) QA76.73.P98 2023 M478 | 0132025007 | 03/26/2025 | 03/26/2025 | Books | CCS-2025007 |