Advanced-DSA-In-Python

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Advanced-DSA-In-Python

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Learn and implement Data Structures and Algorithms using Python with step-by-step explanations and problem-solving patterns. Perfect for coding interviews, LeetCode practice, and building algorithmic thinking.

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# 📘 Advanced DSA in Python

Welcome to the **Advanced DSA in Python** repository!

This is your complete guide to learning and mastering **Data Structures and Algorithms - (DSA)** using the Python — from fundamentals to advanced problem-solving.

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## 🚀 What You'll Learn

### 🔹 1. DSA Basics
- Arrays and Strings
- Time & Space Complexity
- Recursion
- Sorting Algorithms
- Searching Algorithms

### 🔹 2. Linear Data Structures
- Lists
- Stacks (LIFO)
- Queues (FIFO)
- Linked Lists (Singly, Doubly, Circular)

### 🔹 3. Non-linear Data Structures
- Trees (Binary Tree, BST, AVL)
- Graphs (BFS, DFS, Dijkstra, etc.)
- Heaps (Min-Heap, Max-Heap)
- Hashing and Hash Tables

### 🔹 4. Advanced Algorithms
- Dynamic Programming (DP)
- Backtracking
- Greedy Algorithms
- Divide and Conquer
- Sliding Window & Two Pointers
- Binary Search on Answer

### 🔹 5. LeetCode & Practice Problems
- 100+ LeetCode Challenges (Easy to Hard)
- Problem-by-problem walkthroughs
- Coding patterns & strategies
- Interview prep solutions

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## 🧠 My Learning Journey

This repository is part of my personal mission to become a **top Machine Learning / AI Engineer**, with strong roots in DSA and Python.

- 🔁 Daily Problem Solving
- 🧠 Logic Building
- 💻 LeetCode Practice
- 📈 Consistent GitHub Progress

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## 🌟 How to Use

This repo is ideal for:
- Students preparing for technical interviews
- Self-learners mastering DSA
- Python developers enhancing their algorithmic skills

👉 Browse by folder, understand the concepts, and run code examples.

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## 🤝 Feedback & Contribution

Feel free to:
- ⭐ Star this repository
- 🛠 Open issues for doubts or suggestions
- 📥 Submit pull requests to contribute

Let’s grow together, one problem at a time!

---

> Made with ❤️ by **Mirza Yasir Abdullah Baig**  
> Connect on [LinkedIn](https://www.linkedin.com/in/mirza-yasir-abdullah-baig/)

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