Data Structures & Algorithms (DSA Mastery) preview

Data Structures & Algorithms (DSA Mastery)

Comprehensive DSA preparation for product-based companies, coding interviews, placements, and competitive programming across JavaScript, Python, and C++.

Duration3 Months
LevelIntermediate
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Curriculum34 Modules

A1

Section A - JavaScript: JS Fundamentals for DSA

Variables, Data Types, Functions, ES6 Features, Time & Space Complexity

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A2

Section A - JavaScript: Arrays

Traversal, Insert/Delete, Two Pointer Technique, Sliding Window

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A3

Section A - JavaScript: Strings

String Manipulation, Anagrams, Palindromes, Pattern Matching

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A4

Section A - JavaScript: Recursion & Backtracking

Recursion Basics, Backtracking Problems, N Queens, Maze Problems

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A5

Section A - JavaScript: Linked Lists

Singly Linked List, Doubly Linked List, Circular Linked List

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A6

Section A - JavaScript: Stacks & Queues

Stack Implementation, Queue Implementation, Monotonic Stack, Circular Queue

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A7

Section A - JavaScript: Trees

Binary Tree, BST, Tree Traversals, Tree Problems

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A8

Section A - JavaScript: Graphs

BFS, DFS, Connected Components, Shortest Path

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A9

Section A - JavaScript: Dynamic Programming

Memoization, Tabulation, Classic DP Problems

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A10

Section A - JavaScript: Interview Preparation

LeetCode Problems, Mock Interviews, Company-Specific Questions

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B1

Section B - Python: Python Fundamentals for DSA

Variables, Functions, Collections, Complexity Analysis

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B2

Section B - Python: Arrays & Lists

Operations, Searching, Sorting, Sliding Window

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B3

Section B - Python: Strings

String Algorithms, Pattern Matching, Interview Problems

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B4

Section B - Python: Recursion & Backtracking

Recursive Thinking, Backtracking Problems, Sudoku Solver

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B5

Section B - Python: Linked Lists

Implementation, Reversal, Cycle Detection

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B6

Section B - Python: Stacks & Queues

Applications, Monotonic Stack, Queue Problems

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B7

Section B - Python: Trees

Binary Trees, BST, AVL Basics

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B8

Section B - Python: Graphs

BFS, DFS, Topological Sort, Shortest Path

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B9

Section B - Python: Dynamic Programming

Fibonacci, Knapsack, LIS, Matrix DP

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B10

Section B - Python: Placement Preparation

LeetCode, HackerRank, Interview Patterns

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C1

Section C - C++: C++ Fundamentals for DSA

Variables, Functions, Pointers, References, STL Introduction

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C2

Section C - C++: Arrays & Vectors

STL Vector, Searching, Sorting, Two Pointer Technique

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C3

Section C - C++: Strings

String Operations, String Algorithms

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C4

Section C - C++: Recursion & Backtracking

Recursive Problems, Backtracking, Combination Generation

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C5

Section C - C++: Linked Lists

Singly Linked List, Doubly Linked List, Circular Linked List

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C6

Section C - C++: Stacks & Queues

STL Stack, STL Queue, Deque

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C7

Section C - C++: Trees

Binary Trees, BST, Heap, Priority Queue

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C8

Section C - C++: Graphs

BFS, DFS, Dijkstra, Union Find

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C9

Section C - C++: Dynamic Programming

Memoization, Tabulation, Advanced DP

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C10

Section C - C++: Competitive Programming

STL Mastery, Contest Techniques, Codeforces Problems, Placement Preparation

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D1

Common Advanced Topics: Searching & Sorting

Linear Search, Binary Search, Binary Search on Answer, Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Quick Sort, Heap Sort

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D2

Common Advanced Topics: Greedy & Graph Algorithms

Activity Selection, Job Scheduling, Huffman Coding, Dijkstra, Floyd Warshall, Prim's Algorithm, Kruskal's Algorithm

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D3

Common Advanced Topics: Advanced Data Structures

Trie, Segment Tree, Fenwick Tree, Disjoint Set Union (DSU), Heap

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D4

Interview Preparation & Capstone

300+ Coding Problems, Blind 75, NeetCode Roadmap, FAANG Interview Patterns, Mock Interviews, Resume & Placement Guidance, Solve 500+ DSA Problems, Weekly Coding Contests, Placement Preparation Track, Product-Based Company Interview Preparation

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