This text discusses methods for integrating databases with Apache Kafka, focusing on streaming data between them. It mentions two primary options: using the JDBC connector for Kafka Connect or employing a log-based Change Data Capture (CDC) tool that works with Kafka Connect. The JDBC Connector is easy to use and good for prototyping, but may not be ideal for high-volume workloads. On the other hand, CDC tools offer full data fidelity and low impact on databases, making them suitable for event-driven applications that require every database event. The text also provides resources for learning more about Kafka integration with databases and the Confluent Platform.