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# Python Programs
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This repository contains various **Python programs** covering fundamental concepts and libraries like **lists, tuples, dictionaries, sets, NumPy, pandas, and more**.
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## Contents
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- 🔹 **Basic Python Codes** (loops, functions, conditionals)
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- 🔹 **Lists & Tuples** (operations, slicing, methods)
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- 🔹 **Dictionaries** (key-value manipulation, nested dicts)
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- 🔹 **Sets** (set operations, uniqueness, performance)
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- 🔹 **NumPy** (arrays, mathematical operations)
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- 🔹 **Pandas** (dataframes, data handling)
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## How to Use
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1. Clone the repository:
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```bash
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git clone https://github.com/Maruf346/python-programs.git
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2. Navigate to the desired topic folder.
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3. Run the Python scripts using:
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python filename.py
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## Requirements
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- Python 3.x
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- NumPy & pandas (for respective programs)
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```bash
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pip install numpy pandas
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## Contact
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Author: Maruf Hossain.
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Dept. of CSE.
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Green University of Bangladesh.
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mail: maruf.bshs@gmail.com
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Feel free to explore and contribute! 🚀😊

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