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Hey Operator Using SageMaker with EKS for Machine Learning Pipelines

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.


  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