Jupyter + ML/AI (Modern Python Setup)

🚀 Stack Used

📚 Core Tools:

• uv - Next-generation Python package installer and resolver
• ruff - Extremely fast Python linter and formatter
• pandas
• jupyter
• numpy
• matplotlib
• scikit learn
• sql alchemy
• plotly
• seaborn
• faker

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How to Run

📂 Clone this repo

git clone git@github.com:fandredev/my-ml-guide.git &&
cd my-ml-guide

🔑 Environment setup

Make sure to create and/or check the .env using the .env.example file in the root directory of the project.

📦 Install dependencies with uv

This project uses uv for dependency management. If you don't have it installed, follow the uv installation guide.

# Install dependencies and create virtual environment
uv sync

✨ Linting and Formatting

We use ruff to keep the code clean and consistent.

# Run linter
uv run ruff check .

# Run formatter
uv run ruff format .

📓 Run Jupyter

uv run jupyter lab

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📬 Contacts

• E-mail
• LinkedIn
• Portfolio
• YouTube

References

• pandas exercises