A survey of the Kafka connectors available for AWS service integration, as the starting point for building real time data pipelines on AWS.

Stream Kafka records from Amazon MSK into Athena through its direct integration, with a producer Lambda built locally using AWS SAM and Terraform.

Stream Kafka records from Amazon MSK into Redshift through its direct integration, with a producer Lambda built locally using AWS SAM and Terraform.

Transform IMDb data with dbt on Amazon Athena using the dbt-athena adapter, the last part of the dbt on AWS series.

Transform IMDb data with dbt on Amazon EMR on EKS, through a Spark Thrift server kept running on Kubernetes by a small wrapper class.

Transform IMDb data with dbt on Amazon EMR on EC2, running layered models through a Spark Thrift server.

Transform IMDb data in an S3 data lake with dbt on AWS Glue, running layered models through Glue interactive sessions with the dbt-glue adapter.

Transform IMDb data in Amazon Redshift Serverless with dbt, building layered models that follow dbt best practices.

Develop Spark apps on an EMR cluster in a private subnet over VPN and the VS Code remote SSH extension, with the cluster shared by several users.

Provision EMR on EKS with Terraform and EKS Blueprints, then compare two Spark jobs with and without Dynamic Resource Allocation under Karpenter.