Introduction to Data Structures
Importance of Data Structures in ProgrammingOverview of Linear and Non-linear Data Structures
Arrays and Linked Lists
Arrays in PythonTypes of Linked Lists (Singly, Doubly, Circular)Insertion, Deletion, Traversal in Linked Lists
Stacks and Queues
Stack Implementation Using Python ListsApplications of Stacks (Expression Evaluation, Recursion)Queue Types (Simple, Circular, Priority)Implementing Queues and Applications
Trees and Graphs
Tree Structures (Binary Trees, Binary Search Trees, AVL Trees)Tree Traversal Methods (Inorder, Preorder, Postorder)Graph Basics (Adjacency List and Matrix)Graph Traversal (BFS, DFS)
Searching and Sorting Algorithms
Linear and Binary SearchSorting Algorithms (Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Quick Sort)Time and Space Complexity Analysis
Hashing Techniques
Introduction to Hashing and Hash FunctionsCollision Handling Techniques (Chaining, Open Addressing)Applications of Hashing