This repository contains various Python programs covering fundamental concepts and libraries like lists, tuples, dictionaries, sets, NumPy, pandas, and more.

• 🔹 Basic Python Codes (loops, functions, conditionals)
• 🔹 Lists & Tuples (operations, slicing, methods)
• 🔹 Dictionaries (key-value manipulation, nested dicts)
• 🔹 Sets (set operations, uniqueness, performance)
• 🔹 NumPy (arrays, mathematical operations)
• 🔹 Pandas (dataframes, data handling)

1. Clone the repository:

   git clone https://github.com/Maruf346/python-programs.git     

2. Navigate to the desired topic folder.
3. Run the Python scripts using:
   python filename.py

• Python 3.x
• NumPy & pandas (for respective programs)

      pip install numpy pandas

Author: Maruf Hossain.
Dept. of CSE.
Green University of Bangladesh.
mail: maruf.bshs@gmail.com

Feel free to explore and contribute! 🚀😊