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DSA

Overview of Data Structures and Algorithms covered in SYDE 223 at the University of Waterloo

Outline of Content

1. C++ Basics

  • Structs
  • Classes
  • Pointers
  • Constructors
  • Destructors
  • Function Calls

2. Static and Dynamic Memory Allocation

  • Allocating/De-allocating Memory
  • Memory Leaks

3. Linked Lists

  • Node Structure
  • Linked List Class (Structure + Functions)
  • Function Overloading: Assignment Operator
  • Doubly Linked List Class

4. Recursion

  • Memory for Recursive Functions
  • Factorial
  • Towers of Hanoi

5. Big O Notation

  • Time Complexity Analysis
  • Space Complexity Analysis
  • Big O Proofs

6. Stacks and Queues

  • Stack Class (Sequential Implementation)
  • Stack Class (Linked Implementation)
  • Queue Class (Sequential Implementation)
  • Queue Class (Linked Implementation)

7. Trees

  • Binary Search Tree (BST) Class (Structure + Functions)
  • AVL Tree Class (Structure + Functions)
  • Max Heap (Structure + Functions)
    • Heapify
    • Insert
    • Delete
  • Array Representation of Trees
  • Tree Traversal (Iterative + Recursive)
    • Breadth-First Search (BFS)
    • Depth-First Search (DFS)
    • Post Order
    • Pre Order
    • In Order

8. Graphs and Shortest Path Algorithms

  • Graph Class (Node Structure)
  • Graph Traversal
    • Breadth-First Search (BFS)
    • Depth-First Search (DFS)
    • Pre Order
    • Post Order
    • In Order
  • Dijkstra's Algorithm

9. Sorting Algorithms

  • Bubble Sort
  • Selection Sort
  • Merge Sort
  • Quick Sort

10. Hash Table

  • Separate Chaining
  • Open Addressing

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