Energy costs, carbon commitments and tenant expectations are pushing building owners across Africa and beyond to understand exactly where their energy goes. Smart meters and building management systems now produce enormous volumes of readings, yet many teams still rely on monthly bills and guesswork. Without structured analysis, efficiency projects are hard to justify and harder to verify.

The Data and Analytics for Building Energy Performance and Decarbonisation Training Course gives practitioners a complete analytical workflow. Participants learn to assemble data from bills, meters and control systems, handle gaps and outliers, and align consumption with weather and occupancy. They then build baseline models, benchmark buildings, detect abnormal behaviour and estimate savings from measures. The final stage links energy to emissions, covering Scope 2 accounting, scenario modelling and the prioritisation of retrofit options by cost per tonne avoided.

Teaching is laboratory based. Participants work through guided notebooks and spreadsheets on realistic building datasets, then apply the same steps to data from their own portfolio where it is available. The course ends with each participant presenting a short decarbonisation plan supported by their own analysis.

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

• Collect, clean and validate energy data from bills, sub-meters and building management systems.
• Build weather-normalised baselines using degree-days and regression.
• Benchmark buildings using energy use intensity and peer comparison.
• Analyse load profiles to find waste, peak demand drivers and out-of-hours consumption.
• Apply IPMVP-style measurement and verification to quantify savings.
• Convert energy use into greenhouse gas emissions with appropriate emission factors.
• Model efficiency, solar and electrification scenarios and rank them by cost and carbon impact.
• Present findings through clear dashboards and a decarbonisation roadmap.

The course is intended for people responsible for building performance and carbon reporting, including:

• Energy managers and facilities managers
• Mechanical and electrical engineers working on building services
• Energy auditors and efficiency consultants
• Sustainability and ESG officers in property companies
• Hospital, hotel, school and campus estate managers
• Public works and government building asset managers
• Data analysts supporting real estate and utilities teams
• Green building and net-zero programme coordinators

Participants leave with working analytical assets, including:

• A reusable Excel and Python template for building energy baselines.
• A data quality checklist for meter and BMS exports.
• A measurement and verification worksheet for retrofit projects.
• A carbon calculation sheet linking consumption to Scope 2 emissions.
• A prioritised decarbonisation roadmap for one building or portfolio.
• A dashboard layout for monthly reporting to management.

The course is laboratory led, so every analytical idea is applied to data the same day. Delivery includes:

• Guided exercises in Excel and Python notebooks
• Anonymised datasets from offices, hospitals, hotels and campuses
• Pair work on diagnosing unusual load profiles
• Participants' own bills and meter exports, where available
• Short roadmap presentations with facilitator feedback

Attendance at all sessions and completion of the lab exercises earns a CPD-accredited Certificate of Completion, issued by Vision Reach Global Consultancy.