Data now sits behind almost every workplace decision, from budget reviews and recruitment to service delivery and donor reporting. Yet many capable professionals were never taught how to read a table critically, judge whether a statistic is trustworthy or explain a number to a sceptical colleague. The result is decisions that rest on habit or on whoever presents the most confident chart.

The Data Literacy for Professionals: Understand & Use Data Training Course builds that missing foundation without assuming any technical background. Participants begin with data types, sources and collection methods, then learn to clean and organise a spreadsheet, calculate averages, rates and percentage change, and build pivot tables. Later sessions deal with sampling, variation, correlation versus cause, ethical use of personal data and the design of honest charts. The final days bring the skills together in a short analysis and a presentation aimed at a manager or board.

Teaching is hands-on, with every participant working on laptops through workplace-style datasets. Short explanations are followed immediately by practice, and participants finish with a personal checklist for reviewing any report or dataset they receive.

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

• Distinguish categorical, numerical, time-series and text data and identify reliable sources for each.
• Clean and structure a raw spreadsheet, removing duplicates, errors and inconsistent entries.
• Calculate and interpret means, medians, rates, ratios and percentage change.
• Build pivot tables and charts that answer a specific business question.
• Recognise bias, weak sampling and the confusion of correlation with cause in reports.
• Critique charts and dashboards for misleading scales, selective framing and clutter.
• Handle personal and sensitive data responsibly in line with sound data protection practice.
• Present findings as a short data story that supports a decision.

The course suits professionals who use reports and figures in their work but are not data specialists, including:

• Programme officers and project coordinators
• Administrative and operations managers
• Human resource and finance officers
• Monitoring and evaluation assistants
• Policy and planning officers in government agencies
• Bank and SACCO staff who review performance reports
• Communications and advocacy staff who quote statistics
• Graduate trainees and early-career analysts

Participants leave with:

• A cleaned practice dataset and the pivot tables built from it.
• A one-page checklist for questioning any statistic, chart or report before acting on it.
• The vocabulary to discuss data with analysts and IT colleagues.
• A simple dashboard they can adapt to their own team's indicators.
• A short, structured data story ready to present to a manager.
• A plan for building data habits in their own unit.

The programme is deliberately practical and jargon-light. Learning happens through:

• Short demonstrations followed straight away by laptop practice
• Workplace-style datasets covering finance, HR, service delivery and programme results
• Critique clinics where groups dissect real charts and press statements
• Pair work that builds confidence before individual tasks
• A closing presentation to peers with structured feedback

Delegates who attend the sessions and complete the practical exercises are awarded a CPD-accredited Certificate of Completion by Vision Reach Global Consultancy, recognising the data skills demonstrated during the five days.