Build with AI: Gradio Interfaces from Zero to Deployment

In this hands-on course, Azure cloud solution architect Deepak Goyal introduces you to Gradio, a powerful open-source library for building AI interfaces. Learn how to create interactive apps using pre-trained ML models, integrate different types of inputs, visualize outputs, and customize the user interface with ease. Whether you're a data scientist or ML enthusiast, this course empowers you to build your first AI application without frontend experience. Plus, explore the process for deploying your apps on Hugging Face Spaces and your own Azure VM using FastAPI. When you complete this course, you'll have a real-world app deployed and ready to share with the world.

Learning objectives

• Create basic AI web interfaces using Gradio.
• Integrate pre-trained ML models into your apps using Hugging Face.
• Customize Gradio layouts and input/output components for dynamic UIs.
• Deploy your Gradio apps to Hugging Face Spaces and Azure VM using FastAPI.
• Build a complete mini-project and test/debug it end-to-end.