You can study for Kafka interview with the help of resources such as blogs and videos on Kafka interview preparation. These resources will guide you on the types of questions asked in Kafka interviews and their suitable answers. Furthermore, you must try gaining hands-on experience on some real-world Kafka projects on Github, ProjectPro, etc.