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500+ DSA Solutions in Python

Welcome to the ultimate Data Structures and Algorithms (DSA) preparation repository. This repository is a meticulously curated collection of high-quality, interview-level coding problems and their corresponding optimal Python solutions.

Repository Overview

This project aims to provide a comprehensive resource for students and professionals preparing for technical interviews at top-tier tech companies. Each topic folder contains a structured set of 20 problems, ranging from Easy to Hard difficulty.

Current Progress

Folder Topic Status Problems Completed
Array and List ✅ Complete 20 / 20
Linked List ✅ Complete 20 / 20
Stack and Queues ✅ Complete 20 / 20
Trees ✅ Complete 20 / 20
Heaps ✅ Complete 20 / 20
Sorting and Searching ✅ Complete 20 / 20
Matrix ✅ Complete 20 / 20
String ✅ Complete 20 / 20
Hash ✅ Complete 20 / 20
Sliding Window ✅ Complete 20 / 20
Two Pointer ✅ Complete 20 / 20
Recursion ✅ Complete 20 / 20
Backtracking ✅ Complete 20 / 20
Dynamic Programming ✅ Complete 20 / 20
Graphs ✅ Complete 20 / 20
1 Array and List ✅ Complete
2 Linked List ✅ Complete
3 Stack and Queues ✅ Complete
4 Trees ✅ Complete
5 Heaps ✅ Complete
6 Sorting and Searching ✅ Complete
7 Matrix ✅ Complete
8 String ✅ Complete
9 Hash ✅ Complete
10 Sliding Window ✅ Complete
11 Two Pointer ✅ Complete
12 Recursion ✅ Complete
13 Backtracking ✅ Complete
14 Dynamic Programming ✅ Complete
15 Graphs ✅ Complete
16 Greedy Algorithm ✅ Complete
17 Bit Manipulation ✅ Complete
18 Divide and Conquer ✅ Complete
19 Mathematical Problems ✅ Complete
20 Geometrical Problems ✅ Complete
21 Advanced Data Structures ✅ Complete
22 Advanced String ✅ Complete
23 Advanced Mathematics ✅ Complete
24 Advanced Problems ✅ Complete
25 Competitive Programming ✅ Complete
26 OOP ✅ Complete
27 Advanced Python Concepts ✅ Complete
28 Functional Programming ✅ Complete
29 Basics ✅ Complete
30 Concurrency & Multithreading ✅ Complete
31 System Design ✅ Complete
32 Databases ✅ Complete
33 Networking ✅ Complete
34 Security ✅ Complete
35 Testing & Debugging ✅ Complete
36 Data Science ✅ Complete
37 Machine Learning ✅ Complete
38 Web Development ✅ Complete
39 Game Development ✅ Complete
40 Real World Applications ✅ Complete
41 Real World Problems ✅ Complete
42 Miscellaneous ✅ Complete
TOTAL ✅ Complete

Structure for Each Folder

Each topic folder follows a strict, professional structure:

Topic_Name/
├── Problems/
│   ├── problem1.md
│   ├── ...
│   └── problem20.md
└── Solutions/
    ├── solution1.md
    ├── ...
    └── solution20.md

Problems Folder

Contains 20 Markdown files. Each file includes:

  • Title: Descriptive name of the problem.
  • Problem Statement: Detailed explanation of the task.
  • Input/Output Formats: Clear definitions of expected data.
  • Constraints: Time and space limits.
  • Example Cases: Sample walkthroughs.

Solutions Folder

Contains 20 Markdown files corresponding to the problems. Each file includes:

  • Approach: High-level explanation of the logic.
  • Step-by-Step Logic: Line-by-line breakdown for beginners.
  • Complexity Analysis: Big O notation for Time and Space.
  • Python Code: Clean, well-commented, and optimized implementation.

Tech Stack

  • Language: Python 3.10+
  • Format: Markdown
  • Target Difficulty: Easy (20%), Medium (60%), Hard (20%)

About

A collection of 850+ DSA problems solved in Python, organized topic-wise for practice and learning.

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