GitTeaching / Data-Structures-Algorithms-in-Python

Data Structures & Algorithms in Python.

Data-Structures-Algorithms-in-Python

DSA in Python learning path - Implementing Data Structures and Algorithms in Python.

1- Recursion & Recursive functions

2- Algorithm analysis and complexity

3- Data structures :

• Built-in (List, Dicts, Tuples, Sets, Strings, Arrays, etc.)
• Linked Lists (Singly, Doubly, Circular)
• Queues
• Dequeues
• Stacks
• Trees, Binary trees, Binary Search Trees
• B Tree, AVL, Red-Black
• Heaps
• Priority Queues
• Graphs

4- Algorithms: Sorting, Searching, etc.

• Bubble Sort
• Selection Sort
• Insertion Sort
• Merge Sort
• Quick Sort
• Tim Sort
• Shell Sort
• Counting Sort
• Radix Sort
• Bucket Sort
• Heap Sort
• Linear Search (Iterative and Recursive)
• Binary Search
• Breadth First Search - BFS
• Depth First Search - DFS
• Backtracking
• Tower of Hanoi

5- Dynamic Programming & Memoization

6- Bit Manipulation

7- Greedy Algorithms