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Algorithms & Data Structures

Build the the foundation by learning the fundamental algorithms and data structures:

Fundamental Algorithms
- Sorting
  - Merge Sort
  - Quick Sort
  - Bucket Sort
  - Heap Sort
  - Counting Sort
- Searching
  - Binary Search
  - Tree Depth First Search
  - Tree Breadth First Search
  - Graph Depth First Search
  - Graph Breadth First Search
- Dynamic Programming
- String / Array: reverse
- Linked list: insertion, deletion
Fundamental Data Structures
- Stack
- Queue
- Linked List
- Hash Map
- Heap
- Priority Queue
- Tree
  - Binary Search Tree
  - AVL Tree
  - Red-Black Tree
  - Segment Tree
  - Fenwick Tree (Binary Indexed Tree)
- Graph
Time & Space Complexity
- Space complexity for all algorithms / data structures
- Runtime complexity for all algorithms / data structures
- Make comparisons between algorithms and data structures