Applied machine learning (Record no. 7834)
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| 000 -LEADER | |
|---|---|
| fixed length control field | nam a22 7a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20181207154558.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 181207b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789353160258 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AIKTC-KRRC |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | ENG |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | DDC23 |
| Classification number | 006.31 |
| Item number | GOP |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 6890 |
| Personal name | Gopal, M. |
| 245 ## - TITLE STATEMENT | |
| Title | Applied machine learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Chennai |
| Name of publisher, distributor, etc. | McGraw Hill Education |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 630p |
| Other physical details | | Binding - Paperback | |
| Dimensions | 24*18.5 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Applied Machine Learning textcovers all the fundamentals and theoretical concepts and presents a widerange of techniques (algorithms) applicable to challenges in our day-to-daylives. The book recognizes that most of the ideas behind machinelearning are simple and straightforward. It provides a platform for hands-onexperience through self-study machine learning projects. Datasets for somebenchmark applications have been explained to encourage the use of algorithmscovered in this book. This is a comprehensive textbook on machine learning for undergraduates in computer science and allengineering degree programs. Post graduates and research scholars will find ita useful initial exposure to the subject, before they go for highly theoreticaldepth in the specific areas of their research. For engineers, scientists, business managers and other practitioners,the book will help build the foundations of machine learning. |
| Expansion of summary note | CONTENT: 1. Introduction 2. Supervised Learning: Rationale and Basics 3. Statistical Learning 4. Learning With Support Vector Machines (SVM) 5. Learning With Neural Networks (NN) 6. Fuzzy Inference Systems 7. Data Clustering and Data Transformations 8. Decision Tree Learning 9. Business Intelligence and Data Mining: Techniques andApplications ? Appendix AGenetic Algorithm (GA) For Search Optimization ? Appendix BReinforcement Learning (RL) ? Datasets fromReal-Life Applications for Machine Learning Experiments |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 4622 |
| Topical term or geographic name entry element | Computer Engineering |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Text Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type | Total Checkouts | Date last checked out | Checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not For Loan | Reference | School of Engineering & Technology | School of Engineering & Technology | Reference Section | 2018-11-12 | Medico's Book Aid | 548.00 | 006.31 GOP | E14770 | 2024-06-29 | 685.00 | 2018-12-07 | Text Books | |||||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-11-12 | Medico's Book Aid | 548.00 | 006.31 GOP | E14771 | 2024-06-29 | 685.00 | 2018-12-07 | Text Books | 2 | 2020-01-06 | ||||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-11-12 | Medico's Book Aid | 548.00 | 006.31 GOP | E14772 | 2024-06-29 | 685.00 | 2018-12-07 | Text Books | 5 | 2024-04-01 | ||||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-11-12 | Medico's Book Aid | 548.00 | 006.31 GOP | E14773 | 2024-06-12 | 685.00 | 2018-12-07 | Text Books | 2 | 2024-06-12 | 2024-07-24 | |||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-11-12 | Medico's Book Aid | 548.00 | 006.31 GOP | E14774 | 2024-06-29 | 685.00 | 2018-12-07 | Text Books | 4 | 2023-12-01 |