Mastering Data Structures with Python
Free Download Mastering Data Structures with Python by Dargslan Publishing
English | November 2, 2024 | ISBN: N/A | ASIN: B0DLV9GQ7Y | 356 pages | EPUB | 0.50 Mb
"Data Structures in Python: From Fundamentals to Advanced Concepts" is a comprehensive guide that takes you on a journey through the world of data structures using Python. This book is designed to be accessible for beginners while offering depth for experienced programmers, making it an invaluable resource for anyone looking to enhance their programming skills and understanding of efficient data management.
Key Features:Clear and concise explanations of fundamental and advanced data structuresStep-by-step implementations in PythonReal-world applications and use casesPerformance analysis and comparison of different data structuresExercises and challenges to reinforce learningThe book is structured to progressively build your knowledge:Introduction to Data Structures and Python BasicsUnderstanding the importance of data structuresOverview of Python's built-in data typesLists, Tuples, Sets, and DictionariesMastering Python's built-in data structuresBest practices and common pitfallsLinked ListsSingly and doubly linked listsCircular linked listsImplementing linked lists from scratchStacks and QueuesUnderstanding LIFO and FIFO principlesApplications in algorithm designImplementing stacks and queues using lists and linked listsTreesBinary trees and binary search treesTree traversal algorithmsBalanced trees: AVL and Red-Black treesHeapsMin heaps and max heapsPriority queuesHeap sort algorithmGraphsGraph representations: adjacency lists and matricesGraph traversal: BFS and DFSShortest path algorithms: Dijkstra's and Bellman-FordHashingHash functions and collision resolutionImplementing hash tablesApplications in cryptography and data retrievalTriesEfficient string storage and retrievalAutocomplete and spell-check implementationsAdvanced Data StructuresBloom filtersDisjoint setsSegment treesAlgorithmic Problem SolvingSelecting the right data structure for specific problemsOptimizing solutions using appropriate data structuresReal-world ApplicationsCase studies demonstrating data structure usage in industryPerformance optimization techniquesThroughout the book, you'll find:Clear Python code examplesVisualizations to aid understandingPerformance comparisonsBest practices and common pitfalls to avoidExercises to test your knowledgeWhether you're a student preparing for coding interviews, a professional looking to enhance your programming skills, or an enthusiast curious about the inner workings of efficient code, this book has something for you. By the end, you'll have a solid understanding of data structures and how to implement them in Python, enabling you to write more efficient and scalable code.
"Data Structures in Python" is not just a book; it's a comprehensive learning experience that will transform the way you think about code organization and efficiency. Whether you're building web applications, analyzing data, or solving complex algorithmic problems, the knowledge gained from this book will be invaluable throughout your programming career.
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