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The Confluent Certified Developer for Apache Kafka Certification Examination certification is an opportunity for developers to demonstrate their understanding of Kafka and its ecosystem components, as well as their hands-on experience in building Kafka-based applications. Confluent Certified Developer for Apache Kafka Certification Examination certification exam validates the candidate's Kafka knowledge, skillset, and ability to develop solutions that solve real-world Kafka use cases. Moreover, the CCDAK Certification is recognized worldwide, making it a valuable credential that can help software developers secure their next Kafka development role.

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The CCDAK certification exam is an online, proctored exam that consists of multiple-choice questions and hands-on exercises. CCDAK exam is designed to be challenging, but fair, and is intended to test the knowledge and skills of developers who have experience working with Kafka. CCDAK exam is available to anyone who meets the prerequisites, which include experience working with Kafka and a solid understanding of distributed systems and programming concepts. The CCDAK certification exam is an excellent way for developers to demonstrate their expertise in Kafka and differentiate themselves in a competitive job market.

The CCDAK Exam is a comprehensive test that covers various aspects of the Kafka platform, including Kafka architecture, configuration, monitoring, performance tuning, and security. CCDAK examination measures one's ability to use Kafka to handle real-time data feeds, messaging, and stream processing. CCDAK exam is designed to assess one's understanding of the platform and their ability to apply their knowledge to solve real-world problems.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q15-Q20):

NEW QUESTION # 15
To import data from external databases, I should use

Answer: A

Explanation:
Kafka Connect Sink is used to export data from Kafka to external databases and Kafka Connect Source is used to import from external databases into Kafka.


NEW QUESTION # 16
How will you set the retention for the topic named my-topic to 1 hour?

Answer: C

Explanation:
retention.ms can be configured at topic level while creating topic or by altering topic. It shouldn't be set at the broker level (log.retention.ms) as this would impact all the topics in the cluster, not just the one we are interested in


NEW QUESTION # 17
Which item is not a valid ksqlDB data type?

Answer: C


NEW QUESTION # 18
There are two consumers C1 and C2 belonging to the same group G subscribed to topics T1 and T2. Each of the topics has 3 partitions. How will the partitions be assigned to consumers with Partition Assigner being Round Robin Assigner?

Answer: A

Explanation:
The correct option is the only one where the two consumers share an equal number of partitions amongst the two topics of three partitions. An interesting article to read ishttps://medium.com/@anyili0928/what-i-have-learned-from-kafka-partition-assignment-strategy-799fdf15d3ab


NEW QUESTION # 19
Kafka producers can batch messages going to the same partition.
Which statement is correct about producer batching?

Answer: A

Explanation:
Kafka producers can group messages destined fordifferent partitionsintoseparate batches, and send multiple batches in one requestto optimize network usage.
FromKafka Producer Internals:
"The producer maintains buffers (batches) for each partition and can send multiple of these batches together in a single request to the broker."
* Message size is not a constraint for batching (A is false).
* Broker failures don't disable batching (B is false).
* There isno separate thread per batch(C is false).
Reference:Kafka Producer Architecture and Internals


NEW QUESTION # 20
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