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Data Structures and Algorithms in JavaScript

Data Structures and Algorithms in JavaScript

 
 6

Learn Data Structures and Algorithms in JavaScript

Lesson 1 - Binary Search and Linked Lists

  • Linear and binary search
  • Complexity and Big O notation
  • Linked lists using ES6 classes

Lesson 2 - Binary Trees and Traversals

  • Constructing binary trees & BSTs
  • Traversals & common operations
  • Balanced trees & optimization

Lesson 3 - Sorting and Divide & Conquer

  • Bubble sort and Insertion Sort
  • Merge sort using Divide & Conquer
  • Quicksort and average complexity

Lesson 4 - Dynamic Programming and Backtracking

  • Recursion and memoization
  • Subsequence and knapsack
  • Backtracking and pruning

Lesson 5 - Graph Traversals and Shortest Paths

  • Graphs, trees & adjacency lists
  • Breadth-first & depth-first search
  • Shortest paths & directed graphs

Lesson 6 - Coding Challenge Case Studies

  • Picking interesting coding problems
  • Solving problems step-by-step
  • Documenting & presenting solutions