Introduction to AWS big data services (S3, Redshift, Glue, Athena, etc.)
Building data pipelines and data lakes on AWS
Extracting insights with AWS analytics tools
Overview of machine learning concepts
Building and training ML models with AWS ML
Deploying ML models for predictions and analysis
CI/CD pipeline using AWS CodePipeline and CodeDeploy
Infrastructure automation with AWS CloudFormation and AWS OpsWorks
Monitoring and troubleshooting using AWS CloudWatch