Practical Approach to Learn and Practice Python Programming Basics to Machine Learning / (Record no. 44954)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02499nam a22002777a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260629084026.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260629b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-93-5443-767-0 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AKCL |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 |
| Item number | KUM-P |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kumari, Lalita |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Radhey Shyam |
| 245 ## - TITLE STATEMENT | |
| Title | Practical Approach to Learn and Practice Python Programming Basics to Machine Learning / |
| Statement of responsibility, etc. | by Lalita Kumari and Radhey Shyam |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Delhi: |
| Name of publisher, distributor, etc. | PHI Learning Pvt. Ltd., |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | p. XIV,249 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This comprehensive text on Python programming is designed for undergraduate and postgraduate students in Computer Science and Information Technology. Whether you are a beginner or have limited programming knowledge, this book offers a structured learning experience, starting with foundational concepts and progressing to complex topics like machine learning.<br/><br/>Divided into three parts, the book ensures a smooth progression from the basics and core concepts of Python to machine learning with Python. It covers fundamental topics such as data types, variables, operators, and interactive input/output, enabling readers to write simple yet effective Python programs. Subsequently, the text explores advanced concepts such as control flow, functions, file handling, object-oriented programming, modules, and data visualization through graph plotting, empowering readers to develop robust and complex Python applications. Finally, the book introduces readers to the world of machine learning, covering essential topics like data preprocessing, supervised and unsupervised learning, and algorithm implementation.<br/><br/>The book equips students to excel in Python programming and seamlessly transition into machine learning, enabling them to design and implement customized algorithms for their datasets. |
| 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 | Artificial Intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | AI |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Software Development |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Programming |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface<br/>BASICS OF PYTHON<br/>1. Introduction<br/>2. Literals and Data Types<br/>3. Variables and Operators<br/>4. Interactive Input-Output<br/>CORE PYTHON CONCEPTS<br/>5. Control Flow<br/>6. Functions<br/>7. File Handling<br/>8. Object-Oriented Programming (OOP)<br/>9. Modules and Packages<br/>10. Graph Plotting<br/>MACHINE LEARNING THROUGH PYTHON<br/>11. Introduction to Machine Learning<br/>12. Data Preprocessing<br/>13. Supervised Learning<br/>14. Unsupervised Learning<br/>Index |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | ARCHBISHOP KAVUKATTU CENTRAL LIBRARY | ARCHBISHOP KAVUKATTU CENTRAL LIBRARY | 06/29/2026 | 595.00 | 005.133 KUM-P | 69310 | 06/29/2026 | 595.00 | 06/29/2026 | Books |