Cloud Fundamentals

• AWS Storage offerings – 100 minutes
• AWS Database Offerings – 5 ½ hours
• AWS Well-Architected – 1 ½ hours

Compute Focused

Containers and Serverless

• Introduction to Containers – 15 minutes: 
• Amazon Elastic Container Service (ECS) Primer – 30 minutes
• Amazon Elastic Kubernetes Service (EKS) Primer – 1 hour
• Introduction to Amazon Elastic Container Registry (ECR) – 10 minutes
• Architecting Serverless Solutions – 3 hours 
• AWS Lambda Foundations – 1 hour
• Amazon API Gateway for Serverless Applications – 75 minutes
• Introduction to Serverless Development - 25 minutes

EC2

• Introduction to Amazon Elastic Compute Cloud (EC2) – 10 minutes
• Introduction to EC2 Auto Scaling – 10 minutes
• Introduction to Amazon Elastic Load Balancer – Application – 15 minutes

Machine Learning Focused

• Twitch Series: AWS Power Hour Machine Learning – 8 hours
• Machine Learning in the Cloud with AWS Batch – 30 minutes 
• AWS Foundations: Machine Learning Basics - 30 minutes
• Developing Machine Learning Applications – 2 hours
• ML Building Blocks: Services and Terminology - 65 minutes
• The Elements of Data Science – 8 hours
• Digital Catalog: There are many specialized free courses specific to ML use cases