by Free Confluent Certified Developer CCDAK Ultimate Study Guide (Updated 92 Questions)
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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Installing and Configuring Kafka | 5-10% | – Topic Creation and Configuration – ZooKeeper vs KRaft Mode – Broker Configuration Parameters – Partition Assignment Strategies |
| Topic 2: Kafka Streams | 20-25% | – Transformation Operations (map, filter, join, aggregate) – Exactly-Once Processing – Interactive Queries – Testing Kafka Streams Applications – Streams Architecture and Topology – Windowed Operations (Tumbling, Hopping, Session) – State Stores and Processors |
| Topic 3: Schema Management | 5-10% | – Avro Schemas – Protobuf and JSON Schemas – Schema Registration and Retrieval – Schema Evolution and Compatibility – Schema Registry Architecture |
| Topic 4: Monitoring and Operations | 5-10% | – Cross-region Replication – Disaster Recovery – Log Compaction – Consumer Lag and Health Checks – Kafka Metrics and Monitoring |
| Topic 5: Kafka Connect | 10-15% | – Offset Management in Connect – Single Message Transformations (SMT) – Source and Sink Connectors – Connector Configuration – Connect Architecture (Workers, Connectors, Tasks) – Converters and Transforms |
| Topic 6: Developing with Kafka Producers | 15-20% | – Exactly-Once Semantics – Producer Configuration and Tuning – Partitioning Strategies – Idempotent Producers – Producer Interceptors – Error Handling and Retry Logic – Serialization (JSON, Avro, Protobuf) |
| Topic 7: Kafka Fundamentals | 10-15% | – Brokers and Clusters – Log Segments and Retention – Producer and Consumer Basics – Topics, Partitions, and Offsets – Replication Factor and ISR |
| Topic 8: Developing with Kafka Consumers | 15-20% | – Offset Management – Consumer Interceptors – Deserialization – Multi-threaded Consumers – Consumer Configuration and Tuning – Consumer Groups and Rebalancing – Commit Strategies (Auto, Manual, Cooperative) |
| Topic 9: Security | 5-10% | – Authentication (SASL, SSL/TLS) – Securing Schema Registry – Authorization (ACLs) – Encryption in Transit |
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