Self-directed

Data Storytelling & Dashboard Design

Connect visual evidence to a clear recommendation for the intended audience.

Explain foundational cloud choices and the responsibilities that remain with users.

Explain basic machine-learning approaches and evaluate a simple use case.

Assess a task for automation and describe a controlled workflow.

Use basic Python structures to solve a bounded programming task.

Retrieve and summarise data using introductory SQL queries.

Select suitable visuals and communicate a clear dashboard story.

Translate business questions into useful reporting measures and an outline BI solution.

Analyse a small dataset and explain findings with appropriate limits.

Distinguish risks from issues and explain how ownership and governance support accountable decisions.