Kafka

Lesson in the MLOps Roadmap · Stage 11: Monitoring & Observability

Last updated 14 September 2026

What is Kafka?

Kafka is a distributed, fault-tolerant, high-throughput streaming platform. It's primarily used for building real-time data pipelines and streaming applications, allowing you to publish, subscribe to, store, and process streams of records. These streams can originate from various sources and be consumed by multiple applications simultaneously.

Study this in the interactive course See the whole MLOps roadmap

Free resources to learn Kafka

Official docsApache Kafka Quickstart
ArticleWhat is Apache Kafka?
ArticleEnd-to-End Data Engineering System on Real Data with Kafka, Spark, Airflow, Postgres, and Docker
VideoApache Kafka Fundamentals
FeedExplore top posts about Kafka

Kafka: common questions

Can I learn Kafka in Hindi?

This lesson is written in English. Once you sign in, open it in the interactive course and ask the AI tutor to explain Kafka in Hindi or Hinglish. The tutor answers from this lesson’s own text, so it stays on the syllabus, and it runs on your own Google, OpenAI or Anthropic key.

Is this Kafka tutorial for beginners?

It is lesson 54 of 62 in the free MLOps roadmap, in stage 11, Monitoring & Observability. If you are new to MLOps, start from stage 1 and come back here in order; if you already know the earlier stages, this lesson stands on its own.