Use the videos as evidence
Do not try to memorise product names. Listen for the problem, the role of data engineering and the value created.
Introduction to Data Engineering in Google Cloud
This video introduces the data engineering role and its relationship with organisational data. For Topic 5, concentrate on the introductory explanation rather than platform-specific details.
Watch on YouTube ↗Databricks Data Engineering in 5 Minutes
A concise overview showing why data engineering is a foundation for analytics and other data-dependent activities.
Watch video ↗How to Build an Enterprise Data Foundation
An AWS Executive Insights discussion connecting organisational innovation with a dependable and governed data foundation.
Watch or listen ↗Video response questions
- How does the speaker define or describe data engineering?
- Which organisational problem is being addressed?
- Who produces, prepares and uses the data?
- Why must the data be reliable?
- What is one idea that connects to a Malaysian case study?
✓
Recommended approach: Assign one resource before class and use selected excerpts during the lecture. This keeps Topic 5 focused and manageable.