Master Apache Kafka configuration, monitoring, and optimization for production environments. This hands-on course teaches you to design high-availability topic architectures, diagnose performance bottlenecks using consumer lag analysis, and tune producers and consumers for maximum throughput while meeting strict latency SLAs. Through real-world scenarios based on challenges faced by companies like Netflix, LinkedIn, Uber, and Walmart, you'll learn to prevent data loss during broker failures, eliminate consumer lag issues, and optimize Kafka clusters processing millions of events per second. By the end of this course, you'll have the skills to build, monitor, and optimize production Kafka infrastructure that handles massive scale while maintaining reliability and performance.

Optimize Kafka for Speed & Availability

Optimize Kafka for Speed & Availability
This course is part of Real-Time, Real Fast: Kafka & Spark for Data Engineers Specialization


Instructors: Starweaver
Access provided by Abu Dhabi National Oil Company
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
4 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Configure Kafka topics with appropriate replication factors, partition counts, and durability settings to ensure high availability.
Diagnose performance bottlenecks using consumer lag metrics, broker health indicators, and throughput analysis.
Optimize producer and consumer configurations including batching, compression, and parallelism to maximize throughput while meeting latency SLAs.
Skills you'll gain
Tools you'll learn
Details to know

Shareable certificate
Add to your LinkedIn profile
Assessments
1 assignment
Taught in English
Recently updated!
January 2026
See how employees at top companies are mastering in-demand skills

Build your subject-matter expertise
This course is part of the Real-Time, Real Fast: Kafka & Spark for Data Engineers Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate

There are 3 modules in this course
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Offered by
Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

