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069 221 6943

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Innovative Special Projects

Executive and professional training

305 Glenwood Road, Faerie Glen, Pretoria, South Africa

069 221 6943

info@isptrainings.co.za

Data Modelling

Data and Business Intelligence|3 days|Classroom or live online

This Data Modelling programme gives delegates a working command of spreadsheet controls and KPI definition, grounded in dimensional modelling practice. Organisations invest here because reporting effort scales badly when the underlying model is wrong. Delegates leave able to work confidently with visual encoding choices, data cleaning and preparation and pivot table analysis in their own organisation.

What delegates leave able to do

  • Take ownership of visual encoding choices rather than escalating it, measured against dimensional modelling practice
  • Put data cleaning and preparation on a footing they can defend to a reviewer
  • Explain pivot table analysis to someone who does not do the work
  • Spot where report automation is failing before it becomes a finding

What the course covers

  • Spreadsheet controls
  • KPI definition
  • Visual encoding choices
  • Data cleaning and preparation
  • Pivot table analysis
  • Report automation
  • Storytelling with data

Who should attend

  • management information officers
  • finance professionals building reports
  • business analysts

Fees

South AfricaR13 000
Elsewhere in Africa and the GulfUSD 1 500
Live onlineUSD 900

Per delegate, for the full 3 days. Covers tuition, course materials and refreshments. Excludes travel and accommodation. South African courses carry VAT at 15%; on deliveries outside South Africa the VAT position is confirmed on the quotation, because it depends on where your organisation is registered.

Scheduled dates

26 to 28 Oct 2026Cape TownR13 000
11 to 13 Jan 2027DurbanR13 000
15 to 17 Feb 2027DurbanR13 000
29 to 31 Mar 2027LusakaUSD 1 500
26 to 28 Apr 2027OnlineUSD 900
14 to 16 Jun 2027CairoUSD 1 500
2 to 4 Aug 2027DubaiUSD 1 500
30 Aug to 1 Sep 2027JohannesburgR13 000
11 to 13 Oct 2027OnlineUSD 900
15 to 17 Nov 2027HarareUSD 1 500

Dates are the published schedule at the time this page was printed. We also run this programme on request, and in-house for a full team.

How to book

Call 069 221 6943 or email info@isptrainings.co.za with the date and the number of delegates. We reply with a written quotation and an invoice. A registration is not a confirmed booking until we confirm it in writing.

Innovative Special Projects|Monday to Friday, 08:00 to 18:00 (SAST)