Introduction to Machine Learning with Python: A guide for data scientists (Record no. 2077)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02235nam a22002537a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20190102101605.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190102b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-93-5213-457-1 |
| 028 ## - PUBLISHER NUMBER | |
| Source | Allied Informatics, Jaipur |
| Bill Number | 5712 |
| Bill Date | 17/12/2018 |
| Purchase Year | 2018-19 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | BSDU |
| Language of cataloging | English |
| Transcribing agency | BSDU |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 |
| Item number | MUL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Muller, Andreas C. |
| 245 ## - TITLE STATEMENT | |
| Title | Introduction to Machine Learning with Python: A guide for data scientists |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Mumbai |
| Name of publisher, distributor, etc. | Shroff Publishers & Distributors Pvt. Ltd. |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 378 |
| 500 ## - GENERAL NOTE | |
| General note | Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Contents: Introduction Supervised Learning Unsupervised Learning and Preprocessing Representing Data and Engineering Features Model Evaluation and Improvement Algorithm Chains and Pipelines Working with Text Data Wrapping Up Index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Fundamental concepts and applications of machine learning Advantages and shortcomings of widely used machine learning algorithms How to represent data processed by machine learning, including which data aspects to focus on Advanced methods for model evaluation and parameter tuning The concept of pipelines for chaining models and encapsulating your workflow Methods for working with text data, including text-specific processing techniques Suggestions for improving your machine learning and data science skills |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Science |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Python |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Guido, Sarah |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent Location | Current Location | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Cost, replacement price | Price effective from | Koha item type | Collection code |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BSDU Knowledge Resource Center, Jaipur | BSDU Knowledge Resource Center, Jaipur | 2019-01-02 | 1200.00 | 1 | 005.133 MUL | 017668 | 2021-12-07 | 2021-11-23 | 1200.00 | 2019-01-02 | Books | ||||||
| Not For Loan | BSDU Knowledge Resource Center, Jaipur | BSDU Knowledge Resource Center, Jaipur | 2019-01-02 | 1200.00 | 005.133 MUL | 017669 | 2020-02-12 | 1200.00 | 2019-01-02 | Books | Reference |