In Kafka, the partition data is copied to other brokers, which are known as replicas. If there is a point of failure in the partition data in one node, then there are other nodes that will provide a backup and ensure that the data is still available. This is how Kafka allows fault tolerance.
https://dzone.com/articles/apache-kafka-resiliency-fault-tolerance-amp-high-a