Skip to main content

Streamlit

Build ML web apps in minutes.

Course Duration: 5 hours​

What You'll Learn​

  • Streamlit basics
  • Interactive widgets
  • Data visualization
  • ML model integration
  • Deployment
  • Best practices

Prerequisites​

  • Python programming

Course Modules​

  1. Introduction to Streamlit
  2. Installation and Setup
  3. Basic Components
  4. Layouts and Containers
  5. Interactive Widgets
  6. Charts and Visualizations
  7. File Upload and Download
  8. Session State
  9. Caching
  10. Integrating ML Models
  11. Streamlit Cloud Deployment
  12. Project: ML Dashboard

Features Covered​

  • Widgets
  • Charts
  • Caching
  • Deployment