Realtime Streaming Skill Assessment
A set of questions to gauge your experience with streaming tools, concepts, deployment, and challenges, so we can design a personalized learning roadmap. This project is designed to give a Data Enginner hands-on experience with Realtime Streaming.
Course Curriculum
Your free preview includes full access to the first 2 modules!
Explore Kafka Streams DSL and Processor API to build stateful stream processors. Implement real-time joins, aggregations, and custom transformations.
- Kafka Streams DSL Fundamentals
- Processor API Basics
- Topology Building & Visualization
- State Stores (In-Memory vs. RocksDB)
- Windowed Aggregations
- Stream-Table & Table-Table Joins
- Custom SerDes & Schema Management
- Event-Time Processing & Out-of-Order Handling
- Interactive Queries
- Error Handling & Dead-Letter Queues
- Metrics & Monitoring
- Performance Tuning
- Exactly-Once Semantics (EOS)
- Scaling & Parallelism
- Unit & Integration Testing
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