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Data Structures & Algorithms (DSA) Practice

This repository is dedicated to solving Data Structures and Algorithms (DSA) problems while also exploring the inner workings of inbuilt data structures by implementing custom-built versions in various programming languages.

🔥 What This Repo Covers

  • Solutions to DSA problems categorized by topic (arrays, linked lists, trees, graphs, etc.).
  • Custom implementations of fundamental data structures (linked lists, hashmaps, stacks, queues, etc.) to understand how built-in structures work under the hood.
  • Solutions written in multiple languages, including JavaScript, Python, Java, and C#.

Why This Repo Exists

Many programming languages provide built-in data structures that abstract away complexity. However, understanding how these structures work internally can significantly improve problem-solving skills and coding efficiency. This repository serves as a hands-on approach to mastering DSA by implementing key structures from scratch.

📂 Project Structure

📦 DSA
├── 📂 problems
│   ├── arrays
│   ├── linked-lists
│   ├── trees
│   ├── graphs
│   ├── dynamic-programming
│   └── sorting-algorithms
├── 📂 custom-built-data-structures
│   ├── python
│   │   ├── linked_list.py
│   │   ├── hashmap.py
│   │   ├── stack.py
│   │   ├── queue.py
│   ├── javascript
│   │   ├── LinkedList.js
│   │   ├── HashMap.js
│   │   ├── Stack.js
│   │   ├── Queue.js
│   ├── java
│   │   ├── LinkedList.java
│   │   ├── HashMap.java
│   │   ├── Stack.java
│   │   ├── Queue.java
│   ├── csharp
│   │   ├── LinkedList.cs
│   │   ├── HashMap.cs
│   │   ├── Stack.cs
│   │   ├── Queue.cs
└── README.md

🛠 How to Use

  1. Clone the repository:
    git clone https://github.com/austinmusuya/DSA.git
  2. Navigate to the desired language folder:
    cd DSA/custom-built-data-structures/python
  3. Run any file to test a custom implementation:
    python linked_list.py

📌 Tutorials

Feel free to contribute by adding new problem solutions, optimizing existing implementations, or adding more custom-built data structures.

Step-by-step explanations and visual insights into common sorting algorithms like Bubble Sort, Merge Sort, and Quick Sort.

📌 Contribution

Feel free to contribute by adding new problem solutions, optimizing existing implementations, or adding more custom-built data structures.

🏆 Let's Master DSA!

This repo is a continuous learning space. Keep solving, keep optimizing, and keep building!

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