Containerized FastAPI & Streamlit Applications

Package ML models into lightweight Docker containers and build interactive front-end web apps.

Assumes: Containers & Model Serving Foundations.

Modules

1. Building High-Performance Inference APIs with FastAPI
2. Creating Interactive Web Frontends with Streamlit
3. Multi-Stage Dockerfile Creation for ML Applications

Tools

• FastAPI
• Streamlit
• Docker
• Uvicorn
• Linux