Summer Workshops

Summer workshops, Data Science @ UCSB and UVA

See this YouTube Video Playlist for videos from each week's session.

• Week 1: Git, GitHub, Source Control workflow
• Week 2: CI/CD, DevOps, and GitHub Actions
• Week 3: REST APIs
• Week 4: Docker Containers
• Week 5: Welcome to the cloud (incomplete)

Software

Install these development tools on your machine:

• Git
• GitHub Desktop
• VS Code
• Docker Desktop
• Python 3.8 or greater
• Make an account on GitHub
• Postman

Python learning resources

Brush up on your Python with these resources. In July we'll start using Python heavily

• https://docs.microsoft.com/en-us/learn/paths/python-first-steps/
• https://docs.microsoft.com/en-us/learn/paths/python-partnership/
• https://docs.microsoft.com/en-us/learn/paths/python-language/
• https://docs.microsoft.com/en-us/learn/paths/build-serverless-full-stack-apps-azure/

If those are too easy and you speed through them, you can start learning Flask.

• https://www.tutorialspoint.com/flask/index.htm