PROFESSIONAL CERTIFICATE
Data Analytics
Develop practical skills in data preparation, analysis, visualisation and business reporting.
LEARNING OUTCOMES
What you will demonstrate.
- Apply relevant tools and methods to a realistic professional task.
- Produce documented, reviewable evidence of your work.
- Explain decisions clearly through written professional documentation.
- Apply quality, data protection and responsible-use principles relevant to the field.
PROGRAMME STRUCTURE
Core modules.
MODULE 01
Data Collection & Preparation
Structured learning and practical exercises aligned with the certificate competency framework.
MODULE 02
SQL, Python & Analytical Methods
Structured learning and practical exercises aligned with the certificate competency framework.
MODULE 03
Power BI & Dashboard Design
Structured learning and practical exercises aligned with the certificate competency framework.
MODULE 04
Business Interpretation & Reporting
Structured learning and practical exercises aligned with the certificate competency framework.
FINAL ASSESSMENT
Practical evidence.
- Source dataset
- SQL queries and/or Python notebook
- Interactive dashboard
- Written analytical report
- Declaration of originality
There is no mandatory oral defence in the current PTI certification pathway.