Privacy laws across Africa and beyond place accountability on organisations to demonstrate that personal data is handled lawfully, securely and only for as long as needed. For the data protection officer, that duty is difficult to meet through policy alone. Without measurement, it is hard to know which business units create the greatest exposure, whether training works, or whether the response to a rights request meets legal timelines.

The Data and Analytics for Data Protection & Privacy (DPO) Training Course introduces a measurement mindset to the privacy function. Participants begin by building a structured inventory of personal data and processing activities, which becomes the base for every later analysis. They then develop risk scoring methods, track operational metrics such as request turnaround, breach frequency, consent rates and vendor assessments, and learn basic data quality checks so that figures can be defended.

The course finishes with visual reporting and assurance. Participants design dashboards for executives and regulators, apply sampling and testing techniques to verify controls, and use trend analysis to plan the privacy work programme. Sessions are laboratory based, using sample datasets, so that each participant leaves with a working scorecard and a method they can repeat.

By the end of the course, participants will be able to:

• Build a personal data inventory and record of processing activities as an analytical base.
• Score and rank privacy risk across processing activities, systems and vendors.
• Define key performance and risk indicators for a data protection programme.
• Analyse data subject requests, complaints and breach records to find patterns and delays.
• Check data quality and retention practice using simple profiling techniques.
• Design dashboards in Excel or Power BI for management and regulators.
• Test privacy controls through sampling and audit analytics.
• Use evidence to prioritise remediation and report compliance status.

The course is suited to professionals who are responsible for proving privacy compliance, including:

• Data protection officers and deputy DPOs
• Privacy and compliance managers in banks, telecoms and insurers
• Information security and governance officers
• Internal auditors and risk analysts reviewing privacy controls
• Legal counsel advising on data protection
• Public sector ICT and records officers handling citizen data
• Health and education data managers
• Data analysts supporting privacy and compliance teams

Participants finish with:

• A populated data inventory template linked to processing purposes and legal bases.
• A privacy risk scoring model they can apply to systems and vendors.
• A working compliance dashboard built on sample data.
• A set of key indicators and thresholds suitable for board reporting.
• A sampling plan for testing consent, retention and access controls.
• A prioritised remediation roadmap built from measured findings.

The programme is laboratory based, with theory kept short and tied to a tool or dataset. It includes:

• Guided exercises in Excel and Power BI using anonymised sample privacy data
• Worked examples of breach logs, request registers and vendor questionnaires
• Small-group critiques of dashboards and scorecards
• Discussion of reporting challenges that participants face with their own boards
• A closing lab that assembles every component into one privacy scorecard

Attendance at all sessions and completion of the hands-on labs lead to a CPD-accredited Certificate of Completion, issued by Vision Reach Global Consultancy.