Abstract Data Types; Performance Measurement: Time & Space Complexity, Big-O notation. Basic Data Structures: Lists, Stacks, Queues, Priority Queues. Trees: Recursion, Terminology, General Trees, Binary Trees, Balanced Search Trees, AVL Trees. Multi-way Trees: the family of B-Trees. Heaps: Min and Max Heap, HeapSort, Priority Queue as a Heap. Hashing Techniques: Hashing Functions, Collision Resolution Strategies. Graphs: Terminology, Graph Traversal Algorithms, Other important graph algorithms, Sorting.
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