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Hands-on data structures and algorithms with Python : write complex and powerful using the latest features of Python 3.7

By: Agarwal, Basant.
Contributor(s): Baka, Benjamin.
Publisher: Birmingham : Packt Publishing, 2018Edition: 2nd ed.Description: 380 p. ; ill., 25 cm.ISBN: 9781788995573.Subject(s): Querying | Computer science | Computer logic | Data structures | Python Programming | Amortized analysis | Asymptotic analysis | Binary search tree | Bubble sort algorithms | Coin-counting problem | Depth-first search | Interpolation search | Iterative function | Knuth-Morris-Pratt (KMP) algorithm | List-based queues | Media player queues | Node-based queues | Ordered linear search | Pattern matching algoorithms | Python environment | Queue | Recursive function | Strings | Tuples | Traveling salesman problem | Unsupervised learningDDC classification: 005.133 Summary: Data structures allow you to store and organize data efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. Hands-On Data Structures and Algorithms with Python teaches you the essential Python data structures and the most common algorithms for building easy and maintainable applications. This book helps you to understand the power of linked lists, double linked lists, and circular linked lists. You will learn to create complex data structures, such as graphs, stacks, and queues. As you make your way through the chapters, you will explore the application of binary searches and binary search trees, along with learning common techniques and structures used in tasks such as preprocessing, modeling, and transforming data. In the concluding chapters, you will get to grips with organizing your code in a manageable, consistent, and extendable way. You will also study how to bubble sort, selection sort, insertion sort, and merge sort algorithms in detail. By the end of the book, you will have learned how to build components that are easy to understand, debug, and use in different applications. You will get insights into Python implementation of all the important and relevant algorithms.
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Books 005.133 AGA (Browse shelf) Checked out 28/09/2023 033319

Data structures allow you to store and organize data efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. Hands-On Data Structures and Algorithms with Python teaches you the essential Python data structures and the most common algorithms for building easy and maintainable applications.

This book helps you to understand the power of linked lists, double linked lists, and circular linked lists. You will learn to create complex data structures, such as graphs, stacks, and queues. As you make your way through the chapters, you will explore the application of binary searches and binary search trees, along with learning common techniques and structures used in tasks such as preprocessing, modeling, and transforming data. In the concluding chapters, you will get to grips with organizing your code in a manageable, consistent, and extendable way. You will also study how to bubble sort, selection sort, insertion sort, and merge sort algorithms in detail.

By the end of the book, you will have learned how to build components that are easy to understand, debug, and use in different applications. You will get insights into Python implementation of all the important and relevant algorithms.

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