Apache Beam topics
12 short topics in Data Engineering and Analytics. Each one is a single focused exercise with a clear piece of evidence at the end.
12 topics, one exercise each.
Work through them in order, or jump to the one you need.
These are draft topic outlines (draft; instructor review pending). Full lessons follow after review; ask Ajay if you need a topic sooner.
- 01
Stream source and sink contracts
Demonstrate stream source and sink contracts in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 02
Event time versus processing time
Demonstrate event time versus processing time in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 03
Windowing and aggregation
Demonstrate windowing and aggregation in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 04
Keyed state organization
Demonstrate keyed state organization in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 05
State-store lifecycle
Demonstrate state-store lifecycle in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 06
Late and out-of-order data
Demonstrate late and out-of-order data in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 07
Join and enrichment patterns
Demonstrate join and enrichment patterns in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 08
Processing guarantee boundaries
Demonstrate processing guarantee boundaries in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 09
Checkpoint and recovery strategy
Demonstrate checkpoint and recovery strategy in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 10
Schema change handling
Demonstrate schema change handling in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 11
Throughput and lag diagnostics
Demonstrate throughput and lag diagnostics in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 12
Stream-processing fixtures
Demonstrate stream-processing fixtures in a focused Apache Beam example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course →
Learn the same ideas beyond Apache Beam.
These courses share topics with this one, so you can compare how each language or tool handles the same concept.
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