Algorithms-Reference

Table of Contents

• 01. Python Basics
  • Dictionaries
    • Sorting a Dictionary with key or value
    • Ordered Dict
    • Default Dict
    • Dictionary Operations
  • Heaps
  • Set
  • Regex
• 02. Sorting
  • Merge Sort
• 03. Arrays and Strings
  • O(n) Sliding Window Algorithm (Single Pointer)
  • O(n) Sliding Window Algorithm (Consecutive Elements)
• 04. Linkedlist
  • LinkedList MergeSort
• 05. Binary Search
  • Classic Binary Search
  • Get a Separator in a rotated sorted Array
• 06. Trees
  • DFS in Tree
    • Iterative Solution
    • Recursive Solution
  • BFS in Tree
• 07. Graph
  • Types of Nodes
  • Types of Edges
  • What is Discovery Time and Finish Time
  • Topological sort with DFS Algorithm basics
    • Topological Sort Algo
    • Sample Topological Sort Code
  • BellmanFord
  • Dijkstras