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
- Machine Learning and Kubernetes Overview
- Machine Learning + Kubernetes
- Demo: Deploying a Custom Computer Vision Demo
- Production-ready systems
- 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
