Arrays

Linked Lists

Stacks

Queues

• Trees

  • Binary Trees

  • Binary Search Trees

  • Heaps

  Graphs

  Hash Tables

Algorithms

Searching Algorithms

• Linear Search

• Binary Search

Sorting Algorithms

• Bubble Sort

• Insertion Sort

• Selection Sort

• Merge Sort

• Quick Sort

Other Algorithms

• Divide and Conquer Algorithms

• Greedy Algorithms

• Recursion and Backtracking

• Dynamic Programming

• Graph Algorithms

  • Breadth-First Search

  • Depth-First Search

  • Dijkstra's Algorithm

  • Kruskal's Algorithm

  • Topological Sorting

• Bit Manipulation Algorithms

• Mathematical Algorithms

• Geometric Algorithms

• Randomized Algorithms

• Branch and Bound Algorithms

Algorithm Analysis

• Time Complexity Analysis

• Space Complexity Analysis

Problem Solving Techniques

• Patterns and Strategies

• Optimization Techniques

• Memoization and Tabulation

System Design

• Scalable System Design

• Design Patterns

• Object-Oriented Design