Develop a PyFlink app against a Kafka cluster on Docker, running it both in a virtual environment and in a local Flink cluster for better monitoring.

Develop a fraud detection app locally on Docker with Kafka, Flink and DynamoDB, re-implementing a solution taken from an AWS workshop.

Deploy the Camel DynamoDB sink connector and its data generator source on Amazon MSK and MSK Connect, moving the local pipeline onto AWS.

Schema registry support added to kafka-python producer and consumer apps, which serialise and deserialise through AWS Glue Schema Registry.

Schema registry support added to a Kafka Connect ingestion pipeline, so the source and sink connectors serialise through AWS Glue Schema Registry.

Kafka management apps compared for local development, covering IAM access control and integration with MSK Connect and Glue Schema Registry.

Integrate Python Kafka producer and consumer apps running on AWS Lambda with the Glue Schema Registry, which manages and validates message schemas.