142,830 events/secoffset: 9,847,231partitions: 12⚠ consumer lag: HIGHthroughput 98.4%
PRODUCERBROKER CLUSTERCONSUMERSFLINKP1P2broker-0broker-1broker-2part-0..3part-4..7part-8..11C-AC-Blag:8420FLINKjob

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Hands-on Kafka and Flink labs for engineers who need to debug consumer lag, build real-time pipelines, and pass certification — before the migration deadline.

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ConsumerLagFix.java — Lab 3
✓ Tests passing
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// Lab 3: Fix Consumer Group Lag
const consumer = new KafkaConsumer<String, Event>(props);
// ⚠ consumer lag: 8,420 messages behind
consumer.subscribe(List.of("events"));
// ✓ Fix: tune poll records + commit interval
props.put("max.poll.records", 500);
props.put("auto.commit.interval.ms", 1000);
// lag resolved in 4.2s ✓
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Certified engineers now working at

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Not toy examples.

L01BeginnerFREE

Build Your First Producer

Configure a KafkaProducer, publish events to a partitioned topic, and observe offset commits in real time.

JavaKafka APITopics25 min
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L03Intermediate

Debug Consumer Group Lag

Diagnose a consumer group 8,420 messages behind. Tune max.poll.records and commit intervals. Watch the lag gauge drop to zero.

Consumer GroupsLagTuning40 min
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L07Advanced

Deploy Flink on Live Streams

Write a stateful Flink job consuming from Kafka, apply a sliding window aggregate, and checkpoint to S3.

FlinkWindowingCheckpoints55 min
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Kafka Developer

Confluent Certified Developer for Apache Kafka

Duration
4 weeks
Labs
18 hands-on
Level
Mid-level
01Kafka Architecture
02Producers & Consumers
03Kafka Streams API
04Schema Registry
05Consumer Group Tuning
06Exam Prepexam
completion rate94%
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CCAAK

Kafka Administrator

Confluent Certified Administrator for Apache Kafka

Duration
3 weeks
Labs
14 hands-on
Level
DevOps / SRE
01Cluster Setup
02Monitoring & Alerting
03Security & ACLs
04Performance Tuning
05Disaster Recovery
06Exam Prepexam
completion rate94%
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Duration
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Labs
22 hands-on
Level
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01Flink Architecture
02DataStream API
03Windowing & Watermarks
04State & Checkpointing
05Kafka + Flink Pipelines
06Production Deploymentsexam
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I was handed a Confluent cluster with zero documentation. After the CCAAK track, I tuned it for 3x throughput in a week. The labs are the real thing — not toy examples.

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Senior DevOps Engineer, Stripe
CCAAK
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Our team needed CCDAK certification before a platform migration deadline. Six engineers passed on first attempt. The consumer lag lab alone was worth the subscription.

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Platform Engineering Lead, Airbnb
CCDAK
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I spent two years in batch thinking. The Flink windowing lab clicked something — I rebuilt our entire analytics pipeline in a weekend. Backpressure gauge finally hit zero.

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Senior Backend Engineer, Datadog
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94% pass rate18 Kafka labs22 Flink labsLive clusters included