CVV logo
विद्यया रक्षिता संस्कृतिः सर्वदा।
संस्कृतेर्मानवाः संस्कृता भूरिदा:।।
Knowledge protects culture forever
Cultured people share abundantly.Swami Tejomayananda Founder – Chinmaya Vishwavidyapeeth
CVV logo
L I B R A R Y   O P A C

Python for Data Science

John Paul Mueller Luca Massaron

Python for Data Science - 2nd ed. - Delhi Wiley 2021 - 808

Data Structures and Algorithms in Python offers a comprehensive, definitive introduction to data structures and algorithms, including their design, analysis, and implementation in Python. Utilizing a consistent object-oriented viewpoint throughout the book, it provides detailed algorithmic strategies for producing efficient realizations of common data structures such as arrays, stacks, queues, linked lists, trees, maps, hash tables, search trees, and graphs. The book also provides an in-depth analysis of algorithmic performance that helps readers to recognize common trade-offs between competing strategies. The book incorporates a host of pedagogical features, including illustrations, code fragments, and end-of-chapter exercises.

CONTENTS

Chapter 1 Introduction to Python

Chapter 2 Object-Oriented Programming

Chapter 3 Introduction to Data Structures and Algorithms

Chapter 4 Recursion

Chapter 5 Array-Based Sequences

Chapter 6 Stacks

Chapter 7 Queues

Chapter 8 Linked Lists

Chapter 9 Trees

Chapter 10 Priority Queues

Chapter 11 Maps, Hash Tables, and Sets

Chapter 12 Search Trees

Chapter 13 Sorting Algorithms

Chapter 14 Graph Algorithms

Chapter 15 Text Processing

Chapter 16 Memory Management and B-Trees

Illustrative Examples and Programs

Exercises

Multiple Choice Questions

Chapter Notes

Answers to Multiple Choice Questions

Appendix A Character Strings in Python

Appendix B Useful Mathematical Facts

Appendix C Additional Searching and Sorting Algorithms

Bibliography

Index

9788126524938

005.133 J6131 P / 400249
Chinmaya Vishwa Vidyapeeth©2022.All rights reserved.
Supported by FOCUZINFOTECH.