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...
π 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 β from fundamentals to advanced problem-solving.
π What You'll Learn
πΉ 1. DSA Basics
- Arrays and Strings
- Time & Space Complexity
- Recursion
- Sorting Algorithms
- Searching Algorithms
πΉ 2. Linear Data Structures
- Lists
- Stacks (LIFO)
- Queues (FIFO)
- Linked Lists (Singly, Doubly, Circular)
πΉ 3. Non-linear Data Structures
- Trees (Binary Tree, BST, AVL)
- Graphs (BFS, DFS, Dijkstra, etc.)
- Heaps (Min-Heap, Max-Heap)
- Hashing and Hash Tables
πΉ 4. Advanced Algorithms
- Dynamic Programming (DP)
- Backtracking
- Greedy Algorithms
- Divide and Conquer
- Sliding Window & Two Pointers
- Binary Search on Answer
πΉ 5. LeetCode & Practice Problems
- 100+ LeetCode Challenges (Easy to Hard)
- Problem-by-problem walkthroughs
- Coding patterns & strategies
- Interview prep solutions
π§ 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.
- π Daily Problem Solving
- π§ Logic Building
- π» LeetCode Practice
- π Consistent GitHub Progress
π How to Use
This repo is ideal for:
- Students preparing for technical interviews
- Self-learners mastering DSA
- Python developers enhancing their algorithmic skills
π Browse by folder, understand the concepts, and run code examples.
π€ Feedback & Contribution
Feel free to:
- β Star this repository
- π Open issues for doubts or suggestions
- π₯ Submit pull requests to contribute
Letβs grow together, one problem at a time!
Made with β€οΈ by Mirza Yasir Abdullah Baig
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