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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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mirzayasirabdullahbaig07/Advanced-DSA-In-Python

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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 Python — from fundamentals to advanced problem-solving.


🚀 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

🧠 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

🌟 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.


🤝 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
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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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