Data Structures & Algorithms in TypeScript

Topics Overview

Algorithmic Complexity Analysis

• Big O Notation
• Time Complexity
• Space Complexity

Data Structures

• Arrays
• Hash Tables
• Stacks
• Queues
• Linked Lists
• Trees
• Graphs

Algorithms

• Recursion
• Dynamic Programming
• Comparison Sorting
  • Merge Sort
  • Quicksort
• Searching
  • Linear Search
  • Binary Search
  • BFS & DFS

Environment

• Deno 1.2.1
• V8 8.5.216
• TypeScript 3.9.2

Resources

• Comprehensive List of Data Structures
• Visualizing Data Structures & Algorithms
• The Big-O Algorithm Complexity Cheat Sheet
• Google Coding Interview
• Roadmap: Core Data Structures & Algorithms

Curated Articles

• Algorithms & DS – Real Use Cases: PragmaticEngineer