Python data structures and algorithms : improve application performance with graphs, stacks, and queues [E-Book] / Benjamin Baka.
Data structures allow you to organize data in a particular way efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. In this book, you will learn the essential Python data structures and the most common algorithms. With this easy-to-read book, you...
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Personal Name(s): | Baka, Benjamin, author |
Edition: |
1st edition |
Imprint: |
[Birmingham] :
Packt Publishing,
2017
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Physical Description: |
303 pages (online resource) |
Note: |
englisch |
ISBN: |
9781786465337 9781786467355 |
Subject (ZB): | |
Subject (LOC): | |
Classification: |
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084 | 0 | |a DOL - Programming language - Python | |
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500 | |a englisch | ||
505 | 0 | |a Python data structures and algorithms : improve application performance with graphs, stacks, and queues -- About the Author -- About the Reviewer -- Table of Contents -- Preface -- Chapter 1: Python Objects, Types, and Expressions -- Chapter 2: Python Data Types and Structures -- Chapter 3: Principles of Algorithm Design -- Chapter 4: Lists and Pointer Structures -- Chapter 5: Stacks and Queues -- Chapter 6: Trees -- Chapter 7: Hashing and Symbol Tables -- Chapter 8: Graphs and Other Algorithms -- Chapter 9: Searching -- Chapter 10: Sorting -- Chapter 11: Selection Algorithms -- Chapter 12: Design Techniques and Strategies -- Chapter 13: Implementations, Applications, and Tools -- Index. | |
520 | 3 | |a Data structures allow you to organize data in a particular way efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. In this book, you will learn the essential Python data structures and the most common algorithms. With this easy-to-read book, you will be able to understand the power of linked lists, double linked lists, and circular linked lists. You will be able to create complex data structures such as graphs, stacks and queues. We will explore the application of binary searches and binary search trees. You will learn the common techniques and structures used in tasks such as preprocessing, modeling, and transforming data. We will also discuss how to organize your code in a manageable, consistent, and extendable way. The book will explore in detail sorting algorithms such as bubble sort, selection sort, insertion sort, and merge sort. By the end of the book, you will learn how to build components that are easy to understand, debug, and use in different applications. | |
596 | |a 1 | ||
650 | 0 | |a Application software | |
650 | 0 | |a Computer algorithms | |
650 | 0 | |a Data structures (Computer science) | |
650 | 0 | |a Python (Computer program language) | |
650 | 4 | |a data structure | |
650 | 4 | |a object oriented programming | |
650 | 4 | |a Python (programming language) | |
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