Gradio Course - Create User Interfaces for Machine Learning Models
Skills:
ML Pipelines80%
Gradio is a python library that makes it super easy for machine learning engineers to create user interfaces. This complete course coverw all aspects of Gradio, including deployment.
✏️ Course developed by 1littlecoder. Check out his channel: https://www.youtube.com/c/1littlecoder
❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba)
⭐️ Course Contents ⭐️
💻 (0:00:20) Welcome to this ML App Course
💻 (0:03:15) What's the problem with current ML prototyping
💻 (0:14:08) What's Gradio & Advantages of Gradio
💻 (0:26:05) Getting started with Gradio
💻 (0:35:15) Gradio Components
💻 (0:46:52) Gradio Multiple inputs
💻 (1:04:08) Debugging & Flagging
💻 (1:13:58) Improving UI + UX
💻 (1:29:36) Gradio Sharing + Auth
💻 (1:38:04) Deploying DL Gradio App with Hugging Face Spaces
💻 (1:50:10) Course Finish-up Summary
🎉 Thanks to our Champion and Sponsor supporters:
👾 Raymond Odero
👾 Agustín Kussrow
👾 aldo ferretti
👾 Otis Morgan
👾 DeezMaster
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