Build a serverless data processing app with AWS SAM. A Lambda function runs when an S3 object is created and gets its third party packages from a layer.

Run a data warehousing ETL job with Apache Iceberg for storage and PySpark for processing in an EMR local environment, then verify results in Athena.

Create a Spark local development environment for Amazon EMR with Docker and Visual Studio Code, with Spark examples and Glue Catalog integration.

Deploy a Change Data Capture pipeline to AWS with the Apicurio registry on ECS, private subnets over VPN and the Avro converter packaged with the connectors.

A local Change Data Capture setup on Docker Compose with Debezium, the Confluent S3 sink and the Apicurio registry, showing how schema evolution is managed.

Manage AWS development infrastructure with Terraform, creating an Aurora PostgreSQL cluster in a private subnet reached over SoftEther VPN.

Run Spark jobs on EMR on EKS, the EMR deployment option that provisions and manages open source big data frameworks, with simple and extended examples.

Run a Hudi DeltaStreamer application on Amazon EMR, then query the resulting Hudi table with Athena and build a QuickSight dashboard on it.

Build change data capture on AWS with Amazon MSK and MSK Connect, streaming PostgreSQL row changes into the topics that feed the data lake.

Set up the source PostgreSQL database with an outbox table, then run Debezium and an S3 sink connector locally with Docker Compose.