Case Study: Building a Real-Time Fraud Detection Pipeline — Roadmap S…
Real design decisions behind a low-latency streaming use case
- Level: beginner
- Estimated time: 1 days
- Roadmap: Streaming & Real-Time Data Engineering
Before this step
Mini projects
- Build a real-time pipeline that ingests events from Kafka, processes them with windowed aggregation, and writes results to a sink
Study resources
- Apache Kafka Documentation (Article) — Official documentation for Apache Kafka, the most widely used event streaming platform. Background reading/viewing for: Case Study: Building a Real-Time Fraud Detection Pipeline.
- Confluent Developer (Video) — Confluent's official learning platform, useful for portfolio-building projects. Relevant to: Case Study: Building a Real-Time Fraud Detection Pipeline.
Part of
- Career and Capstone — section
- Streaming & Real-Time Data Engineering roadmap — the full learning path