Programming
DATA STRUCTURES & ALGORITHMS (DSA)
Complete Data Structures & Algorithms course covering linear data structures, searching algorithms, sorting algorithms, and graph algorithms.
1
Linear Data Structures
Learn to implement fundamental linear data structures including ArrayList, String, Stack, Queue, and Linked List.
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Learning objectives:
• Implement ArrayList data structure
• Implement String data structure
• Implement Stack data structure
• Implement Queue data structure
• Implement Linked List data structure
• Understand operations and time complexity of each data structure
2
Searching Algorithms
Master searching algorithms including Linear Search, Binary Search, and Ternary Search. Understand their time complexity and use cases.
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Learning objectives:
• Implement Linear Search algorithm
• Implement Binary Search algorithm
• Implement Ternary Search algorithm
• Understand time complexity of each algorithm
• Know when to use each searching algorithm
3
Sorting Algorithms
Learn essential sorting algorithms including Bubble Sort, Selection Sort, Merge Sort, and Quick Sort. Understand their efficiency and implementation.
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Learning objectives:
• Implement Bubble Sort algorithm
• Implement Selection Sort algorithm
• Implement Merge Sort algorithm
• Implement Quick Sort algorithm
• Understand time and space complexity of each algorithm
• Know when to use each sorting algorithm
4
Graph Algorithms
Master graph algorithms including Depth First Search (DFS), Breadth First Search (BFS), and Dijkstra's Shortest Path Algorithm.
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Learning objectives:
• Implement Depth First Search (DFS) algorithm
• Implement Breadth First Search (BFS) algorithm
• Implement Dijkstra's Shortest Path Algorithm
• Understand graph traversal techniques
• Solve problems using graph algorithms