D604 Advanced Analytics

Colleges: School of Technology

This dataset includes only posts filtered for negative sentiment. Counts reflect discussion volume (posts), not students, and do not measure satisfaction.

Reported difficulty posts
1
Negative-sentiment posts
1
Recurring patterns
3

Recurring patterns

Assessment materials misaligned with learning activities

Rubric and assessment criteria do not mention required GitLab commits or align with tasks described in the PA.

  • ["I see there's a GitLab pipeline for D604, but the task instructions also mention completing the PA 'in the provided WGU virtual lab environment provided by Cloud Academy', but also mentions: 'Written responses need to be submitted through EMA.' What even is EMA? ... I see this rubric doesn't mention anything about GitLab or the commits"]

tooling_environment_misconfiguration_or_guidance

Missing explanations or guidance for required platforms/tools (EMA is not defined or explained in instructions).

  • ["I see there's a GitLab pipeline for D604, but the task instructions also mention completing the PA 'in the provided WGU virtual lab environment provided by Cloud Academy', but also mentions: 'Written responses need to be submitted through EMA.' What even is EMA? ... I see this rubric doesn't mention anything about GitLab or the commits"]

Unclear or ambiguous instructions and questions

Contradictory or unclear instructions about where and how to complete and submit the PA (confusion between GitLab pipeline, Cloud Academy virtual lab, and EMA).

  • ["I see there's a GitLab pipeline for D604, but the task instructions also mention completing the PA 'in the provided WGU virtual lab environment provided by Cloud Academy', but also mentions: 'Written responses need to be submitted through EMA.' What even is EMA? ... I see this rubric doesn't mention anything about GitLab or the commits"]

Note: post_excerpts.json was not available at build time, so some Open post links may fall back to a generic Reddit URL.