Skip to main content

Gradio: building and sharing model demos

Turn a Python model into a shareable web demo without writing HTML, CSS or JavaScript.

Course Duration: 3h​

What You'll Learn​

  • Wrap a Python function into an Interface and let Gradio pick the right widgets.
  • Handle images, audio and video with the correct data shapes and formats.
  • Compose custom layouts and wire up events with gr.Blocks.
  • Ship a chat assistant with streaming responses and a system prompt.
  • Add prefilled examples, caching, a queue and a temporary share link.
  • Publish the demo to a Hugging Face Space with secrets and hardware.

Prerequisites​

  • Python (course 02) at the level of writing small functions and using virtual environments.
  • A model you want to demo: an image classifier (course 10), an audio pipeline (courses 13 or 16), or a language model (course 29). Any callable Python function will do.

Course Modules​

  1. Interface: inputs, outputs, function
  2. Text, image, audio and video components
  3. Blocks: layout and events
  4. Chat interfaces
  5. Streaming responses
  6. Prefilled examples and caching
  7. Queue and concurrent load
  8. Temporary share link
  9. Publishing to a Hugging Face Space
  10. Project: a language model demo

Assessment and certificate​

The course ends with a 40-question exam covering every module. On success, a certificate of completion is issued; its number is verifiable on the platform.

Free courses, by contrast, end with a 5-question quiz and a preview of the certificate, without certification.