Building Python Data Apps using Gradio
summary
A practical tour of Gradio shows how to build UIs with a few lines of Python, instantiate an Interface or Blocks, and launch local, Colab or Hugging Face Spaces deployments for free. Examples include an image classifier that deterministically returns 70% dog / 30% cat, a question‑answer app loaded directly from the Hub, Stable Diffusion and DALL·E mini frontends, Plotly/Matplotlib plots, and an SKOps integration that serializes scikit‑learn models with example inputs.
AI-written summary · about
chapters (7)
- 0:00Introduction
- 3:30Why Gradio for Python apps
- 6:25Building interfaces with Gradio
- 12:37Deploying to Hugging Face Spaces
- 16:14Gradio vs Streamlit comparison
- 19:30Hands-on demo walkthrough
- 23:09Q&A and closing
related talks
26mBuilding Data and Machine Learning Applications using Gradio
29mBuilding Machine Learning demos with Python
28mPython Apps in the Browser made simple by PyCafe
21mstreamlit vs gradio: which to pick?
29mBuilding interactive applications for image data
26mDeveloping Dashboard Applications using Bokeh
41mDash: data exploration web apps in pure Python
01h 58mHow to create beautiful interactive GUIs and web apps