In this Level 300 webinar, we will cover how and why to use Amazon SageMaker with Kubernetes, with a focus on how to build production-ready solutions which are scalable, and robust. The webinar will include a real-world example of how to build an image classification model, and then use Kubernetes to deploy the solution and perform real-time inferencing.

Agenda

1. Machine Learning and Kubernetes Overview
2. Machine Learning + Kubernetes
3. Demo: Deploying a Custom Computer Vision Demo
4. Production-ready systems
5. Q&A

What you will learn

• Selecting the most appropriate Computer Vision CNN architecture and workflow
• How to develop and apply metrics to measure the performance of CNN models
• Implementing a multi-model Computer Vision use-case in Amazon SageMaker

Who Should Attend

• Developers
• Architects
• Engineers
• Data Scientists
• Systems administrators who are interested in learning more about running containers on AWS