{"product_id":"mastering-data-structures-and-algorithms-with-python-a-practical-guide-essential-concepts-implementations-and-interview-ready-solutions-for-coding-9798288096600","title":"Mastering Data Structures and Algorithms with Python: A Practical Guide: Essential Concepts, Implementations, and Interview-Ready Solutions for Coding","description":"\u003cp\u003e • Author(s): Pythquill Publishing\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming - General\u003c\/p\u003e\u003cp\u003eWhat You Will Learn in This Book\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eMaster the foundational concepts of Data Structures and Algorithms (DSA)\u003c\/b\u003e, including performance analysis using Big O notation and choosing the right tools for the job.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eLeverage Python's capabilities for DSA implementation\u003c\/b\u003e, from built-in types to advanced object-oriented programming techniques and standard library modules like collections.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eImplement and analyze core data structures\u003c\/b\u003e such as arrays, linked lists (singly, doubly, and circular), stacks, queues, and hash tables from scratch.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eUnderstand and apply tree-based data structures\u003c\/b\u003e, including general trees, binary trees, Binary Search Trees (BSTs), and heaps, along with their practical applications in priority queues.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eNavigate and build graph-based solutions\u003c\/b\u003e, learning different representations, traversal algorithms (BFS and DFS), and essential algorithms like Dijkstra's and Prim's for shortest paths and minimum spanning trees.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eGrasp fundamental algorithmic paradigms\u003c\/b\u003e including brute force, greedy algorithms, divide and conquer, dynamic programming, and backtracking to solve a wide range of computational problems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eImplement and compare various sorting and searching algorithms\u003c\/b\u003e, understanding their efficiency trade-offs and Python's built-in optimized sorting methods.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eSolve complex string manipulation problems\u003c\/b\u003e using advanced algorithms like KMP and Rabin-Karp for pattern matching.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eBridge theory to practice\u003c\/b\u003e by exploring real-world applications of DSA in areas like search engines, social networks, databases, and operating systems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDevelop a strategic approach to problem-solving\u003c\/b\u003e, enabling you to analyze problems, choose appropriate data structures and algorithms, and optimize solutions for efficiency.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePrepare for technical interviews\u003c\/b\u003e by understanding common interview questions and patterns related to DSA, and by building a strong portfolio of practical implementations\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47577079644311,"sku":"9798288096600","price":2195.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798288096600.webp?v=1774902499","url":"https:\/\/atlanticbooks.com\/products\/mastering-data-structures-and-algorithms-with-python-a-practical-guide-essential-concepts-implementations-and-interview-ready-solutions-for-coding-9798288096600","provider":"Atlantic Books","version":"1.0","type":"link"}