Real-Time Stream Processing with Apache Kafka and Kafka Streams — PickAClass
4.0 (5) ⏱ 2h 48m 📚 28 lessons

Real-Time Stream Processing with Apache Kafka and Kafka Streams

Learn to build scalable, fault-tolerant real-time data pipelines using Apache Kafka and the Kafka Streams API, starting from core architectural concepts.

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About this course

In today's data-driven world, processing information the moment it arrives is critical for modern applications. This text-based course guides you through the fundamentals of real-time stream processing using Apache Kafka. You will transition from understanding basic messaging concepts to designing, building, and testing robust stream processing applications. Through clear written explanations and practical code walkthroughs, you will gain the skills needed to implement scalable data pipelines that react to events in real time. What you'll learn: - Understand core Apache Kafka architecture, including topics, partitions, brokers, and modern KRaft consensus. - Configure and run Kafka Streams applications to process, transform, and enrich continuous data feeds. - Apply stateful and stateless operations like filtering, mapping, joining, and windowing. - Manage data schemas and serialization using Avro and Schema Registry patterns. - Test stream processing topologies reliably using the TopologyTestDriver. The course begins with foundational Kafka concepts and architecture before progressing to hands-on stream processing APIs. You will read through detailed explanations, step-by-step configuration guides, and clean code implementations. This course is designed for software developers, data engineers, and system architects who are new to stream processing. No prior experience with Apache Kafka is required, though a basic understanding of programming concepts is helpful. Start reading today to unlock the power of real-time event streaming.

What you'll get

  • 📜 Certificate of completion
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  • Short & focused
    2h 48m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Certificate of Mastery
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Name Surname
has successfully demonstrated mastery of
Real-Time Stream Processing with Apache Kafka and Kafka Streams
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
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PickAClass — Name Surname
Real-Time Stream Processing with Apache Kafka and Kafka Streams
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
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pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

Reviews (5)

Zuzana Liptáková SK
★ 5 · July 25, 2026

Couldn't have asked for a better learning experience. The structure flowed perfectly, and the examples were incredibly relevant. Highly recommend!

Benjamin Garcia PH Verified learner
★ 4 · July 22, 2026

Good introduction to the topic. The structure was logical, and most of the examples were relevant, though I wished for more depth in certain areas.

Shalini Edirisinghe LK Verified learner
★ 3 · July 19, 2026

Really enjoyed the flow of this. The practical applications discussed were spot on. Great course!

Sofía Rodríguez PE Verified learner
★ 5 · July 12, 2026

Brilliant presentation! The flow was perfect, and I appreciated the real-world examples. Highly valuable!

Gustav Karlsson SE
★ 3 · June 5, 2026

Really enjoyed this. The structure flowed perfectly, and the practical applications are immediately useful. Great job!

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