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https://github.com/maruf346/python-programs

Here some basic python programs are uploaded. Find your needed one. Happy coding!
https://github.com/maruf346/python-programs

dict-python list-in-python numpy numpy-exercises pandas-python set-in-python tuples-in-python

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Here some basic python programs are uploaded. Find your needed one. Happy coding!

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# Python Programs

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

## Contents
- 🔹 **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)

## How to Use
1. Clone the repository:
```bash
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
## Requirements
- Python 3.x
- NumPy & pandas (for respective programs)
```bash
pip install numpy pandas
## Contact

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

Feel free to explore and contribute! 🚀😊