Machine Learning with Python for Everyone (Record no. 611502)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01496nam a22001817a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789353944902 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | FEN.M |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Fenner, Mark E. |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning with Python for Everyone |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st Ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | India: |
| Name of publisher, distributor, etc. | Pearson India, |
| Date of publication, distribution, etc. | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | i-xxvii+473p. |
| 490 ## - SERIES STATEMENT | |
| Series statement | Addison-Wesley data and analytics series. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Predicting categories : getting started with classification --<br/>Predicting numerical values : getting started with regression --<br/>Evaluating and comparing learners --<br/>Evaluating classifiers --<br/>Evaluating regressors --<br/>More classification methods --<br/>More regression methods --<br/>Manual feature engineering : manipulating data for fun and profit --<br/>Turning hyperparameters and pipelines --<br/>Combining learners --<br/>Models that engineer features for us --<br/>Feature engineering for domains : domain-specific learning --<br/>Connection, extensions, and further directions --<br/>mlwpy.py listing. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | <br/>""Machine learning with Python for everyone" will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you're an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Author Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning." |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning-- |
| Form subdivision | Python (Computer program language) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| School of Distance Education, University of Kerala, Kariavattom Campus | School of Distance Education, University of Kerala, Kariavattom Campus | General Stacks | 05/02/2021 | 679.00 | 006.31 FEN.M | SDE28920 | 30/09/2021 | 30/09/2021 | Book |