Data science and machine learning using python / (Record no. 22683)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02429nam a22001817a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789355322142 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 |
| Item number | THA |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Author name | Thareja, Reema |
| 245 ## - TITLE STATEMENT | |
| Title | Data science and machine learning using python / |
| Statement of responsibility, etc | Reema Thareja |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Chennai : |
| Name of publisher | McGraw Hill Education (India) Private Limited, |
| Year of publication | © 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xviii, 621 pages : |
| Other physical details | illustrations ; |
| Dimensions | 28 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface<br/><br/>Chapter 1: Basics of Python Programming<br/>Chapter 2: Data Structures in Python<br/>Chapter 3: Functions and Modules<br/>Chapter 4: Data Handling Using Numpy<br/>Chapter 5: Working with Panda<br/>Chapter 6: Plotting Graphs<br/>Chapter 7: File Handling<br/>Chapter 8: Interfacing Python With MYSQL<br/>Chapter 9: Introduction to Machine Learning <br/>Chapter 10: Regression Analysis in Machine Learning<br/>Chapter 11: Classification and Clustering <br/>Chapter 12: Advanced Learning |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The objective of this book is to introduce the concepts of Python programming language in a lucid way so that the reader can easily use these concepts to perform data science and machine learning applications for solving real world problems. The book has been specifically written to serve as a textbook for undergraduate and postgraduate students. It can also be used by professionals who either wish to work in the area of Data Science and Machine Learning using Python or are already working in it. Every chapter in this book contains multiple programming examples to impart practically sound knowledge of the concept. To further enhance the understanding of the subject, there are numerous objective-type, subjective type and programming exercises at the end of each chapter. The book aims to impart sound understanding of concepts to acquaint the reader with the techniques and applications in the area. Written in a lucid language, all the concepts in this book are explained using numerous examples and programming exercises. Besides every topic, Programming Tips are given to make the reader aware of some typical errors or important concepts which we otherwise ignore.<br/><br/><br/>Key Features<br/><br/>• The language is simple and easy to understand<br/>• Glossary of important terms at the end of each chapter<br/>• Comprehensive exercises for better clarity<br/>• Lots of executed programs for more practice <br/>• Appendices to give additional information |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Data science |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Python |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| 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 | Cost, normal purchase price | Bill Date | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 08/10/2023 | Professional Book Services | 750.00 | 04-08-2023 | 005.133 THA | 47687 | 08/10/2023 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 08/10/2023 | Professional Book Services | 750.00 | 04-08-2023 | 005.133 THA | 47688 | 08/10/2023 | Books |
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