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Data Structures & Algorithms (DSA) with Python

Welcome to my DSA journey! This repository contains my notes, code implementations, and problem-solving progress as I follow the comprehensive "Free DSA with Python Course" by Code and Debug.

Course Reference

Tech Stack

  • Language: Python 3.x
  • Tools: VS Code / Jupyter Notebook
  • Goal: Master core concepts, improve logic building, and prepare for technical interviews.

Repository Structure

├── 01_Basics/              # Complexity Analysis, Python Refresher
├── 02_Arrays_and_Lists/     # Static vs Dynamic Arrays, Sliding Window
├── 03_Linked_Lists/        # Singly, Doubly, and Circular Linked Lists
├── 04_Stacks_and_Queues/    # Implementation and Interview Questions
├── 05_Recursion/           # Basic to Advanced Recursion problems
├── 06_Sorting_Searching/    # Binary Search, Merge Sort, Quick Sort
├── 07_Trees/               # Binary Trees, BST, Traversals
├── 08_Graphs/              # BFS, DFS, Dijkstra’s
├── 09_Dynamic_Programming/ # Memoization & Tabulation
├── 10_Hashing/             # Hashing
├── Leet_Code_Problems_Solution/ # Leet Code Practice
└── Problems_Solution/      # Solution to problems solved during the series

Learning Progress

Topic Status Exercises Completed
Basics & Time Complexity Completed 3/3
Array / Strings ⚪ Not Started 0/10
Linked List ⚪ Not Started 0/5
Stacks & Queues ⚪ Not Started 0/5
Searching & Sorting ⏳ In Progress 1/8
Trees ⚪ Not Started 0/0

Key Concepts Learned

  • Asymptotic Analysis: Understanding Big O, Omega, and Theta notations.
  • Memory Management: How Python handles lists and objects in memory.
  • Optimized Problem Solving: Moving from Brute Force to Optimized solutions.

How to Use This Repo

  1. Clone the repo:
git clone https://github.com/YOUR_USERNAME/dsa-python.git
  1. Navigate to a topic:
cd 02_Arrays_and_Lists
  1. Run a script:
python3 two_sum.py

Don't forget to star this repository if you find my notes or solutions helpful!

Made by Jawad Ahmed Khawaja with ❤️.

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