Data Science Notebook

Jupyter Notebook environment for data science projects.

Setup

1. Create Virtual Environment

python3 -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

2. Install Dependencies

pip install --upgrade pip
pip install -r requirements.txt

3. Register Kernel

python -m ipykernel install --user --name=datascience --display-name "Python (datascience)"

Usage

Start Jupyter

jupyter notebook

Add New Packages

pip install <package-name>
pip freeze > requirements.txt

Project Structure

datascience/
├── notebooks/          # Jupyter notebooks
├── data/               # Raw and processed data
├── src/                # Python modules
├── tests/              # Tests
├── requirements.txt    # Python dependencies
└── README.md          # This file

Common Tasks

Update all packages:

pip list --outdated
pip install --upgrade <package-name>

Export environment:

pip freeze > requirements.txt

Deactivate virtual environment:

deactivate