AWS has recently released a number of videos form the AWS Builders’ Day that took place in December last year.
There is some interesting content on Artificial Intelligence and Machine Learning showing how to build application using Sage Maker and other AWS AI services. These includes fraud detection and reinforcement learning applications.
Those who are interested in containers will find a number of advanced videos on various AWS container services including EKS, ECS and Fargate. If you have already deployed a container-based solution and want to make sure that it is secure, you should watch the Securing Containers presentation.
There are also a few interesting presentations on serverless architectures including building global, multi-region, active-active solutions.
All the videos can be found here: AWS Builders’ Day videos