Decision and KPI framing / Data dictionary and quality
Apply and independently verify decision and kpi framing and data dictionary and quality.
AI-Assisted Business Data Analysis
Deliver reproducible analysis with independently checked formulas, SQL and evidence-linked conclusions. Proposed programme; academic approval and batch confirmation pending.
Explore what you’ll learn.
Deliver reproducible analysis with independently checked formulas, SQL and evidence-linked conclusions.
Proposed curriculum · academic approval pendingSYLLABUS OVERVIEW
A structured route through the subject
Core learning areas at a glance. Detailed units and teaching plans are in the private learning workspace.
AI-drafted spreadsheet formulas / SQL generation and result checks
Apply and independently verify ai-drafted spreadsheet formulas and sql generation and result checks.
Reproducible transformations / Misleading analysis and causality
Apply and independently verify reproducible transformations and misleading analysis and causality.
Report verification and disclosure / Analysis capstone
Apply and independently verify report verification and disclosure and analysis capstone.
Entry requirements and learning outcomes
Excel tables, percentages and introductory SQL; entry diagnostic required. Use approved accounts and synthetic data. Confirm platform licensing, age requirements and lab access before joining.
- Deliver reproducible analysis with independently checked formulas, SQL and evidence-linked conclusions.
- Verify outputs against source evidence and document limitations.
- Demonstrate a changed input, diagnose an error and explain the correction.
- Present a reviewed portfolio with source inputs, changed-input results and a clear explanation of limitations.
YOUR PRACTICAL PORTFOLIO
Verified business analysis report
Build, check and explain your work with trainer feedback. Certificate and assessment terms are confirmed by the institute.
Continue in your learning workspace
Open detailed curriculum ↗Detailed syllabus and weekly plans are available to authorised staff and learners enrolled in this course.