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CCDAK Desktop Test Engine

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  • Total Questions: 92
  • Updated on: Sep 22, 2026
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CCDAK PDF Practice Q&A's

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  • Total Questions: 92
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Many former candidates write back to share their experience after the CCDAK exam — the common thread is regular practice with honest materials. Pass4Leader supplies exactly that: 92 practice questions, three formats.

Confluent CCDAK Exam Overview:

Certification Vendor:Confluent
Exam Name:Confluent Certified Developer for Apache Kafka Certification Examination
Exam Number:CCDAK
Exam Format:Multiple-choice, List order, Matching
Related Certifications:Confluent Cloud Certified Operator (CCAC)
Confluent Certified Administrator for Apache Kafka (CCAAK)
Passing Score:Pass / Fail
Real Exam Qty:60
Exam Duration:90 minutes
Available Languages:English
Exam Price:$150 USD
Certificate Validity Period:2 years
Recommended Training:Confluent Documentation
Confluent Developer Training for Apache Kafka
Exam Registration:Confluent Certification Portal
Sample Questions:Confluent CCDAK Sample Questions
Exam Way:Remote proctored online exam; requires webcam, microphone, Google Chrome browser
Pre Condition:No mandatory prerequisites; recommended experience: 6+ months developing applications with Apache Kafka
Official Syllabus URL:https://www.confluent.io/certification/

Confluent CCDAK Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Application Testing8%- Mocking and test utilities
- Unit testing producers and consumers
- Integration testing and test clusters
Topic 2: Apache Kafka Streams12%- Error handling and state management
- Windowing and time semantics
- Stream processing operations: map, filter, join, aggregation
- Streams API concepts: topology, processors, state stores
Topic 3: Application Observability13%- Logging and monitoring metrics
- Tracing and performance tuning
- Error diagnosis and troubleshooting
Topic 4: Apache Kafka Application Development28%- Transactional messaging and idempotence
- Schema management: Confluent Schema Registry, compatibility rules, evolution
- Consumer API: configuration, offset management, consumer groups, rebalancing
- Producer API: configuration, serialization, partitioning, error handling
Topic 5: Kafka Connect15%- Data transformation and integration patterns
- Connect architecture: workers, connectors, tasks, converters
- Source and sink connectors configuration
Topic 6: Apache Kafka Fundamentals23%- Core concepts: brokers, topics, partitions, replicas, offsets
- Kafka architecture and data flow
- Delivery semantics: at-most-once, at-least-once, exactly-once
- Configuration basics and cluster setup

CCDAK Exam FAQ: Quality, Price, and Policy

Confluent recommends these training resources for the Confluent Certified Developer for Apache Kafka Certification Examination exam:

Follow the training with steady self-testing — the 92 practice questions from Pass4Leader help you apply theory and fill any gaps the training leaves.

The official Confluent Certified Developer for Apache Kafka Certification Examination outline defines 6 domains. The leading three are Apache Kafka Fundamentals (23%), Apache Kafka Streams (12%), and Apache Kafka Application Development (28%). The full list is in the topics section above, and Pass4Leader's 92 practice questions cover each one.

Remote proctored online exam; requires webcam, microphone, Google Chrome browser Register for the Confluent Certified Developer for Apache Kafka Certification Examination exam through these official channels:

After booking, Pass4Leader delivers your practice questions within 1 minute — preparation starts the same day.

The Confluent Certified Developer for Apache Kafka Certification Examination exam contains 60 to complete within 90 minutes. Timed simulation in the Pass4Leader Desktop Test Engine teaches that rhythm before exam day does.

Pass4Leader issues a full refund if you take the Confluent Certified Developer for Apache Kafka Certification Examination exam within 60 days of purchase and do not pass. The policy does not apply if the exam is taken within 3 days of purchase, if the exam was never actually taken, or to free materials or expired orders, and the candidate name must match the payer name. Submit a scan of your enrollment slip and the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Alternatively, exchange for two free exam products of equal value and keep your original update service. Orders arrive by email within 1 minute — contact support if nothing arrives within 2 hours.

The CCDAK exam is a Confluent certification exam validating the Confluent Certified Developer for Apache Kafka Certification Examination syllabus shown above. It belongs to these credential paths: Confluent Certified Administrator for Apache Kafka (CCAAK), Confluent Cloud Certified Operator (CCAC). Candidates in 2026 prepare for it with Pass4Leader's 92 practice questions, available as a printable PDF, a Windows Desktop Test Engine, and an Online Test Engine — three versions of the same materials.

No mandatory prerequisites; recommended experience: 6+ months developing applications with Apache Kafka Since requirements change over time, confirm the latest on the official Confluent exam page before scheduling.

The Confluent Certified Developer for Apache Kafka Certification Examination exam requires Pass / Fail to pass, and registration costs $150 USD. A failed attempt means paying the same fee again — a readiness check with the Pass4Leader engines before booking is the cheaper option.

Three versions of the same study materials: a printable, expert-prepared PDF with free demo download and instant access; a Desktop Test Engine for Windows with customizable simulation and timed modes that works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. All 92 practice questions are identical across versions. Every purchase includes 365 days of free updates, a 50% renewal discount afterward, and unlimited computer installations.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

Which tool can you use to modify the replication factor of an existing topic?

  • A. kafka-reassign-topics.sh
  • B. kafka-reassign-partitions.sh
  • C. kafka-topics.sh
  • D. kafka-recreate-topic.sh
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

You need to collect logs from a host and write them to a Kafka topic named 'logs-topic'. You decide to use Kafka Connect File Source connector for this task.
What is the preferred deployment mode for this connector?

  • A. Distributed mode
  • B. Parallel mode
  • C. Standalone mode
  • D. SingleCluster mode
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

(A consumer application runs once every two weeks and reads from a Kafka topic.
The last time the application ran, the last offset processed was 217.
The application is configured with auto.offset.reset=latest.
The current offsets in the topic start at 318 and end at 588.
Which offset will the application start reading from when it starts up for its next run?)

  • A. 589
  • B. 318
  • C. 0
  • D. 218
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)

  • A. It is mandatory to subscribe to a topic before calling assign() to assign partitions.
  • B. The consumer chooses which partition to read without any assignment from brokers.
  • C. All topics must have the same number of partitions to use assign() API.
  • D. The consumer group will not be rebalanced if a consumer leaves the group.
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Which partition assignment minimizes partition movements between two assignments?

  • A. RangeAssignor
  • B. PartitionAssignor
  • C. StickyAssignor
  • D. RoundRobinAssignor
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

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