AI Web Application Deployment

Developing AI models is only part of the journey—deploying them as scalable web applications is critical to delivering business value. This course introduces intermediate techniques for deploying AI models in web-based environments. Participants will learn to integrate models into web applications, deploy them efficiently, and manage basic performance optimization.
 

The course combines practical coding exercises with deployment frameworks and introduces containerization and cloud deployment strategies. Participants will gain the confidence to deploy AI models in a production-like environment with scalability and maintainability in mind.

• Deploy AI models as web applications using common frameworks.
• Understand the components of a scalable AI application architecture.
• Optimize application code for improved performance.
• Use essential tools for deployment, monitoring, and testing.
• Maintain and update deployed models effectively.