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.
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.
| 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 |
Each topic folder follows a strict, professional structure:
Topic_Name/
├── Problems/
│ ├── problem1.md
│ ├── ...
│ └── problem20.md
└── Solutions/
├── solution1.md
├── ...
└── solution20.md
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.
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.
- Language: Python 3.10+
- Format: Markdown
- Target Difficulty: Easy (20%), Medium (60%), Hard (20%)