Data, Analytics & Automation

Data Governance & Compliance (GDPR, MiFID II)

Recognise governance responsibilities and identify issues requiring specialist review.

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.