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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:

SectionWeightObjectives
Topic 1: Kafka Connect10-15%- 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 Operations5-10%- Disaster Recovery
- Kafka Metrics and Monitoring
- Cross-region Replication
- Log Compaction
- Consumer Lag and Health Checks
Topic 3: Kafka Streams20-25%- 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 Fundamentals10-15%- Topics, Partitions, and Offsets
- Producer and Consumer Basics
- Brokers and Clusters
- Replication Factor and ISR
- Log Segments and Retention
Topic 5: Schema Management5-10%- Schema Evolution and Compatibility
- Schema Registry Architecture
- Avro Schemas
- Protobuf and JSON Schemas
- Schema Registration and Retrieval
Topic 6: Developing with Kafka Consumers15-20%- 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 Producers15-20%- 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 Kafka5-10%- ZooKeeper vs KRaft Mode
- Partition Assignment Strategies
- Topic Creation and Configuration
- Broker Configuration Parameters
Topic 9: Security5-10%- Authentication (SASL, SSL/TLS)
- Encryption in Transit
- Authorization (ACLs)
- Securing Schema Registry

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