JavaScript with Data Structures & Algorithms (DSA)

1. JavaScript Fundamentals

• 1.1 Introduction to JavaScript: Basics and Syntax
• 1.2 Variables, Data Types, and Operators
• 1.3 Functions in JavaScript: Declaration, Expression, and Arrow Functions
• 1.4 Control Structures: If-Else, Switch, and Loops
• 1.5 Arrays in JavaScript: Introduction and Operations
• 1.6 String Manipulation in JavaScript
• 1.7 Objects and JSON in JavaScript
• 1.8 ES6 Classes & Inheritance

2. Basic Data Structures & Algorithms

• 2.1 Arrays
  • Implementations, Common Operations, and Examples
• 2.2 Strings
  • Basic Operations, Common Problems, and Solutions
• 2.3 Linked Lists
  • Singly Linked List, Doubly Linked List, Circular Linked List
• 2.4 Stacks & Queues
  • Implementing Stacks and Queues using Arrays
• 2.5 Sorting Algorithms
  • Bubble Sort, Insertion Sort, Merge Sort, Quick Sort
• 2.6 Searching Algorithms
  • Linear Search, Binary Search

3. Intermediate Data Structures & Algorithms

• 3.1 Hashing
  • Maps, Sets, Collision Handling, and Use Cases
• 3.2 Recursion & Backtracking
  • Understanding Recursion, Key Problems, Backtracking Basics
• 3.3 Trees
  • Binary Trees, Binary Search Trees, Tree Traversals
• 3.4 Heaps
  • Min-Heap, Max-Heap, Priority Queue Implementation
• 3.5 Graph Algorithms
  • Graph Representation (Adjacency List/Matrix)
  • BFS, DFS, Topological Sorting

4. Advanced Data Structures & Algorithms

• 4.1 Dynamic Programming (DP)
  • Concepts, Memoization, Tabulation
  • Key Problems: 0/1 Knapsack, Longest Increasing Subsequence
• 4.2 Advanced Graph Algorithms
  • Minimum Spanning Tree (MST)
  • Dijkstra’s Algorithm, Bellman-Ford Algorithm
• 4.3 Tries & Suffix Trees
  • Prefix Trees, Applications in String Matching
• 4.4 Segment Trees
  • Range Queries, Lazy Propagation Techniques
• 4.5 Bit Manipulation
  • Basics, Bitwise Operations, Practical Use Cases

5. Specialized Topics for Job Preparation

• 5.1 Advanced Data Structures
  • AVL Trees, Red-Black Trees, Disjoint Set Union (DSU)
• 5.2 Mathematical Algorithms
  • Prime Factorization, GCD, LCM
• 5.3 Greedy Algorithms
  • Key Concepts, Real-World Problems, Examples
• 5.4 Divide & Conquer Techniques
  • Advanced Problem-Solving Strategies
• 5.5 Mock Interview Practice
  • Real Interview Questions Solved with JavaScript
• 5.6 Coding Contests Preparation
  • Solving DSA Problems in Competitive Settings

6. Additional Resources

• 6.1 Coding Platforms & Practice
  • LeetCode, Codeforces, GeeksforGeeks, etc.
• 6.2 Top 50 JavaScript Interview Problems
• 6.3 Code Optimization Tips for JavaScript
• 6.4 Career & Interview Preparation for MNCs