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Confluent CCDAK guide torrent - Confluent Certified Developer for Apache Kafka Certification Examination

Updated: Oct 02, 2026

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  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination

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Confluent CCDAK Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Developing with Kafka Producers15-20%- Producer Configuration and Tuning
- Error Handling and Retry Logic
- Serialization (JSON, Avro, Protobuf)
- Producer Interceptors
- Idempotent Producers
- Partitioning Strategies
- Exactly-Once Semantics
Topic 2: Kafka Connect10-15%- Connector Configuration
- Converters and Transforms
- Single Message Transformations (SMT)
- Connect Architecture (Workers, Connectors, Tasks)
- Offset Management in Connect
- Source and Sink Connectors
Topic 3: Kafka Streams20-25%- Transformation Operations (map, filter, join, aggregate)
- Testing Kafka Streams Applications
- Exactly-Once Processing
- Windowed Operations (Tumbling, Hopping, Session)
- State Stores and Processors
- Streams Architecture and Topology
- Interactive Queries
Topic 4: Monitoring and Operations5-10%- Log Compaction
- Consumer Lag and Health Checks
- Cross-region Replication
- Disaster Recovery
- Kafka Metrics and Monitoring
Topic 5: Developing with Kafka Consumers15-20%- Consumer Interceptors
- Multi-threaded Consumers
- Consumer Configuration and Tuning
- Offset Management
- Consumer Groups and Rebalancing
- Deserialization
- Commit Strategies (Auto, Manual, Cooperative)
Topic 6: Schema Management5-10%- Schema Evolution and Compatibility
- Schema Registry Architecture
- Avro Schemas
- Protobuf and JSON Schemas
- Schema Registration and Retrieval
Topic 7: Security5-10%- Authentication (SASL, SSL/TLS)
- Encryption in Transit
- Authorization (ACLs)
- Securing Schema Registry
Topic 8: Installing and Configuring Kafka5-10%- Topic Creation and Configuration
- Partition Assignment Strategies
- ZooKeeper vs KRaft Mode
- Broker Configuration Parameters
Topic 9: Kafka Fundamentals10-15%- Replication Factor and ISR
- Brokers and Clusters
- Topics, Partitions, and Offsets
- Log Segments and Retention
- Producer and Consumer Basics

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

Question #1

(You create a topic with five partitions.
What can you assume about messages read from that topic by a single consumer group?)

  • A. Messages from one partition can be consumed by any of the consumers in a group for faster processing.
  • B. Messages can be consumed by a maximum of five consumers in the same consumer group.
  • C. The consumer group can only read the same number of messages from all the partitions.
  • D. All messages will be read from exactly one broker by the consumer group.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

A producer is configured with the default partitioner. It is sending records to a topic that is configured with five partitions. The record does not contain any key.
What is the result of this?

  • A. Records will be sent to the least used partition.
  • B. Records will be sent to partition 0.
  • C. An error will be raised and no record will be sent.
  • D. Records will be dispatched among the available partitions.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

What are two examples of performance metrics?
(Select two.)

  • A. incoming-byte-rate
  • B. Time of last failed login
  • C. Number of active user sessions
  • D. fetch-rate
  • E. Number of active users
  • F. total-login-attempts
Reveal Solution  Discussion  0

Correct Answer: A,D  🗳️

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Question #4

This schema excerpt is an example of which schema format?
package com.mycorp.mynamespace;
message SampleRecord {
int32 Stock = 1;
double Price = 2;
string Product_Name = 3;
}

  • A. Avro
  • B. YAML
  • C. JSON Schema
  • D. Protobuf
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #5

Your application is consuming from a topic configured with a deserializer.
It needs to be resilient to badly formatted records ("poison pills"). You surround the poll() call with a try/catch for RecordDeserializationException.
You need to log the bad record, skip it, and continue processing.
Which action should you take in the catch block?

  • A. Throw a runtime exception to trigger a restart of the application.
  • B. Log the bad record, no other action needed.
  • C. Log the bad record and seek the consumer to the offset of the next record.
  • D. Log the bad record and call the consumer.skip() method.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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