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16919464
Hands-On Data Structures and Algorithms with Python: Write complex and powerful code using the latest features of Python 3.7, 2nd Edition
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Č. položky:
16919464
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Detaily produktu
- Learn to implement complex data structures and algorithms using PythonKey FeaturesUnderstand the analysis and design of fundamental Python data structures Explore advanced Python concepts such as Big O notation and dynamic programming Learn functional and reactive implementations of traditional data structures Book DescriptionData 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.What you will learnUnderstand object representation, attribute binding, and data encapsulation Gain a solid understanding of Python data structures using algorithms Study algorithms using examples with pictorial representation Learn complex algorithms through easy explanation, implementing Python Build sophisticated and efficient data applications in Python Understand common programming algorithms used in Python data science Write efficient and robust code in Python 3.7Who this book is forThis book is for developers who want to learn data structures and algorithms in Python to write complex and flexible programs. Basic Python programming knowledge is expected.Table of ContentsPython objects, types and expressionsPython Data Types and StructuresPrinciples of Algorithm DesignLists and pointer structures Stacks and Queues TreesHashing and symbol tables Graphs and other algorithms Searching Sorting Selection Algorithms String algorithms and techniques Design techniques and strategies Implementations, applications and tools
| Publisher | Packt Publishing |
| Publication date | October 31, 2018 |
| Edition | 2nd ed. |
| Language | English |
| Print length | 398 pages |
| ISBN-10 | 1788995570 |
| ISBN-13 | 978-1788995573 |
| Item Weight | 1.5 pounds (680 grams) |
| Dimensions | 7.5 x 0.9 x 9.25 inches (19.1 x 2.3 x 23.5 cm) |
OPIS PRODUKTU
Hands-On Data Structures and Algorithms with Python: Write complex and powerful code using the latest features of Python 3.7, 2nd Edition
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