Data Structures and Algorithms Using Python
Efficiently using data structures to collect, organise and retrieve information is one of the core abilities modern computer engineers are expected to have. This student-friendly textbook provides a complete view of data structures and algorithms using the Python programming language, striking a balance between theory and practical application. All major algorithms have been discussed and analysed in detail, and the corresponding codes in Python have been provided. Diagrams and examples have been extensively used for better understanding. Running time complexities are also discussed for each algorithm, allowing the student to better understand how to select the appropriate one. Written with both undergraduate and graduate students in mind, the book will also be helpful with competitive examinations for engineering in India such as GATE and NET. As such, it will be a vital resource for students as well as professionals who are looking for a handbook on data structures in Python.
- Wide coverage of all common data structures and algorithms, with their complexity analyses
- Readymade Python codes for the algorithms discussed have been provided
- Extensive use of diagrams and examples helps visualise the concepts
- Copious end-of-chapter problems, including MCQ questions help consolidate the knowledge gained
- Special focus has been put on Indian competitive exams such as GATE and NET
- An online supplements package includes solutions to practice problems in the book and lecture slides for instructors
Product details
June 2023Paperback
9781009276979
600 pages
241 × 185 × 27 mm
0.9kg
Available
Table of Contents
- Chapter 1. Data Structure Preliminaries
- Chapter 2. Introduction to Algorithm
- Chapter 3. Array
- Chapter 4. Python Data Structures
- Chapter 5. Strings
- Chapter 6. Recursion
- Chapter 7. Linked List
- Chapter 8. Stack
- Chapter 9. Queue
- Chapter 10. Trees
- Chapter 11. Heap
- Chapter 12. Graph
- Chapter 13. Searching and Sorting
- Chapter 14. Hashing.