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Confluent CCDAK Certification validates a candidate's ability to build and manage Kafka-based systems by providing comprehensive knowledge, practical experience, and demonstrated skills required to design, develop, and test Kafka applications. Confluent Certified Developer for Apache Kafka Certification Examination certification exam acknowledges expertise in how to configure, deploy, and manage Kafka ecosystem components, including producer and consumer APIs, Kafka Connect, Kafka Streams, Avro, and schema management.

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Apache Kafka has become one of the most popular open-source distributed streaming platforms used by software developers and data engineers. Kafka is used for building real-time data pipelines and streaming applications, making it a crucial component of the modern data architecture. To validate the knowledge and expertise of developers working with Kafka, Confluent has introduced the Confluent Certified Developer for Apache Kafka (CCDAK) certification exam.

Confluent CCDAK (Confluent Certified Developer for Apache Kafka Certification Examination) Certification Exam is a globally recognized certification exam that tests the candidate's knowledge and proficiency in Apache Kafka development using Confluent platform. Confluent Certified Developer for Apache Kafka Certification Examination certification exam is designed to certify the developers who have a thorough understanding of Apache Kafka basics, Confluent platform, and building real-world applications using Kafka.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q174-Q179):

NEW QUESTION # 174
A consumer has auto.offset.reset=latest, and the topic partition currently has data for offsets going from 45 to 2311. The consumer group never committed offsets for the topic before. Where will the consumer read from?

A. offset 2311
B. offset 0
C. offset 45
D. it will crash

Answer: A

Explanation:
Latest means that data retrievals will start from where the offsets currently end

NEW QUESTION # 175
Which SMTs is used to change the data type?

A. io.confluent.connect.transforms.TombstoneHandler
B. org.apache.kafka.connect.transforms.TimestampRouter
C. org.apache.kafka.connect.transforms.Flatten
D. org.apache.kafka.connect.transforms.Cast

Answer: D

NEW QUESTION # 176
To enhance compression, I can increase the chances of batching by using

A. acks=all
B. max.message.size=10MB
C. linger.ms=20
D. batch.size=65536

Answer: C

Explanation:
linger.ms forces the producer to wait before sending messages, hence increasing the chance of creating batches that can be heavily compressed.

NEW QUESTION # 177
What will happen if a producer tries to send messages to a topic that does not exist in the Kafka cluster?

A. Messages will only be sent if auto topic creation is enabled.
B. The Producer "send()" call will block indefinitely.
C. The messages will be sent to a topic called unnamed_topic_1.
D. The brokers will hold the messages until a user creates a topic for the messages.

Answer: A

NEW QUESTION # 178
Which statements are correct about ksqlDB SQL? (Choose 3.)

A. It can do joins.
B. Primary key indexing is supported.
C. Queries can run continuously.
D. It is ANSI compliant.
E. It supports windowed joins.

Answer: A,C,E

NEW QUESTION # 179
......

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