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Confluent CCDAK (Confluent Certified Developer for Apache Kafka) Certification Examination is a comprehensive test designed to evaluate the proficiency of developers in building and maintaining Apache Kafka-based applications. CCDAK exam is targeted towards software developers, data architects, and data engineers who are looking for a way to validate their knowledge and skills in building real-time, scalable, and fault-tolerant distributed systems using Apache Kafka.
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Confluent CCDAK (Confluent Certified Developer for Apache Kafka Certification Examination) is a certification exam designed to test the skills and knowledge of developers who work with Apache Kafka. CCDAK exam is based on a set of industry-standard best practices and is designed to validate the skills of developers who work with Kafka. CCDAK exam is designed to be challenging, but fair, and is intended to provide a reliable measure of a developer's ability to work with Kafka.
The CCDAK certification exam is designed to test the knowledge and skills of developers in building Kafka-based applications. CCDAK exam covers topics such as Kafka architecture, configuration, security, performance tuning, and application development using Kafka APIs. Confluent Certified Developer for Apache Kafka Certification Examination certification is vendor-neutral, meaning it is not tied to any particular distribution of Kafka, and is based on the most up-to-date version of Kafka available at the time of the exam.
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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Kafka Connect | 10-15% | - Offset Management in Connect - Source and Sink Connectors - Converters and Transforms - Connect Architecture (Workers, Connectors, Tasks) - Single Message Transformations (SMT) - Connector Configuration |
| Topic 2: Monitoring and Operations | 5-10% | - Disaster Recovery - Kafka Metrics and Monitoring - Cross-region Replication - Log Compaction - Consumer Lag and Health Checks |
| Topic 3: Kafka Streams | 20-25% | - Testing Kafka Streams Applications - Exactly-Once Processing - State Stores and Processors - Windowed Operations (Tumbling, Hopping, Session) - Streams Architecture and Topology - Transformation Operations (map, filter, join, aggregate) - Interactive Queries |
| Topic 4: Kafka Fundamentals | 10-15% | - Topics, Partitions, and Offsets - Producer and Consumer Basics - Brokers and Clusters - Replication Factor and ISR - Log Segments and Retention |
| Topic 5: Schema Management | 5-10% | - Schema Evolution and Compatibility - Schema Registry Architecture - Avro Schemas - Protobuf and JSON Schemas - Schema Registration and Retrieval |
| Topic 6: Developing with Kafka Consumers | 15-20% | - Consumer Configuration and Tuning - Offset Management - Deserialization - Consumer Interceptors - Consumer Groups and Rebalancing - Multi-threaded Consumers - Commit Strategies (Auto, Manual, Cooperative) |
| Topic 7: Developing with Kafka Producers | 15-20% | - Idempotent Producers - Error Handling and Retry Logic - Exactly-Once Semantics - Producer Interceptors - Producer Configuration and Tuning - Serialization (JSON, Avro, Protobuf) - Partitioning Strategies |
| Topic 8: Installing and Configuring Kafka | 5-10% | - ZooKeeper vs KRaft Mode - Partition Assignment Strategies - Topic Creation and Configuration - Broker Configuration Parameters |
| Topic 9: Security | 5-10% | - Authentication (SASL, SSL/TLS) - Encryption in Transit - Authorization (ACLs) - Securing Schema Registry |
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