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Confluent CCDAK Exam Syllabus Topics:

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

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (You are configuring a source connector that writes records to an Orders topic.
You need to send some of the records to a different topic.
Which Single Message Transform (SMT) is best suited for this requirement?)

A) HeaderFrom
B) RegexRouter
C) TombstoneHandler
D) InsertField


2. You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
What are two reasons for this response? (Select two.)

A) The Connector already exists in the cluster.
B) The connect cluster has reached capacity, and new connectors cannot be created without expanding the cluster.
C) The Connect cluster is in process of rebalancing.
D) The connector configuration was invalid, and the response body will expand on the configuration error.


3. Match the topic configuration setting with the reason the setting affects topic durability.
(You are given settings like unclean.leader.election.enable=false, replication.factor, min.insync.replicas=2)


4. You are building a system for a retail store selling products to customers.
Which three datasets should you model as a GlobalKTable?
(Select three.)

A) Customer profile information
B) Catalog of products
C) Log of payment transactions
D) All purchases at a retail store occurring in real time
E) Inventory of products at a warehouse


5. 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.


Solutions:

Question # 1
Answer: B
Question # 2
Answer: A,C
Question # 3
Answer: Only visible for members
Question # 4
Answer: A,B,E
Question # 5
Answer: D

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