Python & Data Science Notebook

Welcome to my Python notebook! Here, I document my experiments, learning, and insights as I explore Python and the world of data! This notebook includes,

• Python basics

• Numerical methods

• Data analysis techniques

• Visualization examples

• Artificial Intelligence & Machine Learning concepts

• Simulations and modeling

Access the Notebook ⭐¶

• Live URL

• Mirror Site

About This Project¶

This notebook is built using Jupyter Book and leverages the power of MyST Markdown for enhanced documentation and interactivity. MyST enables rich formatting, executable code blocks, and seamless integration with Jupyter notebooks.

Getting Started¶

To set up this project locally:

1. Clone the repository:

git clone https://github.com/SharafatKarim/python-notebook
cd python-notebook

1. Create a virtual environment:

python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

1. Install required packages:

pip install -r requirements.txt

1. Initialize Jupyter Book:

jupyter-book start

It’ll open a live server where you can view and interact with the notebook. Usually, it runs at http://localhost:3000.

Resources¶

Python & Data Science Resources¶

• Python Official Documentation

• Python Numerical Methods

Other Useful Links¶

• Jupyter Book Documentation

• MyST Markdown Guide

Contributing¶

Feel free to explore, contribute, or reach out if you have questions or suggestions!