Machine learning with python cookbook (Record no. 7677)
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| 000 -LEADER | |
|---|---|
| fixed length control field | nam a22 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20181117155228.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 181117b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352137305 |
| 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 | ALB |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 5147 |
| Personal name | Albon, Chris |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning with python cookbook |
| Remainder of title | : Practical soulutions from preprocessing to deep learning |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Sebastopol |
| Name of publisher, distributor, etc. | O'Reilly Media, Inc. |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 349p. |
| Other physical details | | Binding - Paperback | |
| Dimensions | 23*17.6 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics. Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 4622 |
| Topical term or geographic name entry element | Computer Engineering |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Data Wrangling |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Numerical Data |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Linear Regression |
| 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 | Total Renewals | Checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not For Loan | Reference | School of Engineering & Technology | School of Engineering & Technology | Reference Section | 2018-10-13 | Medico's Book aid | 720.00 | 006.31 ALB | E14611 | 2024-06-29 | 900.00 | 2018-12-04 | Text Books | ||||||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-10-13 | Medico's Book aid | 720.00 | 006.31 ALB | E14612 | 2024-06-29 | 900.00 | 2018-12-04 | Text Books | 3 | 2021-07-14 | |||||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-10-13 | Medico's Book aid | 720.00 | 006.31 ALB | E14613 | 2024-06-29 | 900.00 | 2018-12-04 | Text Books | 5 | 2022-01-01 | |||||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-10-13 | Medico's Book aid | 720.00 | 006.31 ALB | E14614 | 2024-06-29 | 900.00 | 2018-12-04 | Text Books | 5 | 2020-03-05 | |||||||
| Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 2018-10-13 | Medico's Book aid | 720.00 | 006.31 ALB | E14615 | 2024-05-31 | 900.00 | 2018-12-04 | Text Books | 13 | 2024-05-31 | 1 | 2024-06-30 |