Machine Learning Keynote (https://virtual.awsevents.com/media/1_07cg4srl)
Productionizing R workloads using Amazon SageMaker, featuring Siemens
"It’s easier than ever to grow your compute capacity and enable new types of cloud computing applications while maintaining the lowest total cost of ownership (TCO) by blending EC2 Spot Instances, On-Demand Instances, and Savings Plans purchase models. In this session, learn how to use the power of EC2 Fleet with AWS services such as Amazon EC2 Auto Scaling, Amazon ECS, Amazon EKS, Amazon EMR, and AWS Batch to programmatically optimize costs while maintaining high performance and availability. Dive deep into cost-optimization patterns for workloads such as containers, web services, CI/CD, batch, big data, and more."
Most interesting slides from that session: