Cloud

Streaming Concepts for Analytics Engineers

Streaming intimidates batch-native analysts. This conceptual course uses diagrams, sandbox consoles, and throttled producers to show backpressure and lag without requiring a production cluster.

Streaming Concepts for Analytics Engineers course cover imagery

Cohort · 3 weeks · Intermediate

4,300,000 VND

Informational pricing — admissions confirms payment schedule.

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Responsible lead

Portrait placeholder for Bich Ngoc Mai

Bich Ngoc Mai

Event-driven architect mentoring Blaze Volt cloud electives.

Curriculum inclusions

  • Topic/partition metaphors with sticky notes exercise
  • Lag dashboards explained
  • Exactly-once hype vs pragmatic at-least-once
  • Batch vs stream reconciliation patterns
  • Cost conversation starters with platform teams

Participant outcomes

  • Explain lag spikes in stand-up language
  • Draft questions for streaming owners before adopting a metric
  • Map a batch reconciliation job to a stream source

FAQ

We provide a shared low-volume cluster; local installs optional.

Cohort reviews

Streaming Concepts unlocked our standup conversations about consumer lag. The sticky-note partition exercise stuck with me.
— Hieu · Data platform intern · survey