4. How do real learners perceive its strengths and limitations?

Strengths:

• Provides a solid overview of GCP’s batch data tools and services.
• Lab-based learning helps learners practice without incurring GCP costs.

Limitations:

• Sometimes seen as biased toward Google’s ecosystem—methods and tools drive content more than theoretical depth.
• The certificate is useful, but many learners highlight that successful learning depends on additional hands-on project work beyond the course.