Data Modelling for Non-Specialists

Data and Business Intelligence|2 days|Classroom or live online

Data Modelling for Non-Specialists is built for delegates who need to be useful in this area quickly. It starts at first principles and works through self service analytics and spreadsheet controls without assuming prior specialist training. The programme exists because most organisations have more dashboards than decisions that depend on them, and because capability in this area is usually built on the job with no structure behind it. Delegates leave able to work confidently with statistical fundamentals, data governance and SQL querying in their own organisation.

What delegates leave able to do

Make a decision about statistical fundamentals without waiting for a specialist, measured against recognised data governance frameworks
Take ownership of data governance rather than escalating it
Put SQL querying on a footing they can defend to a reviewer
Explain storytelling with data to someone who does not do the work

What the course covers

Self service analytics
Spreadsheet controls
Statistical fundamentals
Data governance
SQL querying
Storytelling with data
DAX and calculated measures

Who should attend

reporting specialists
management information officers
professionals moving into analytics
data analysts

Fees

South Africa	R10 000
Elsewhere in Africa and the Gulf	USD 1 100
Live online	USD 900

Per delegate, for the full 2 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 27 Oct 2026	Johannesburg	R10 000
30 Nov to 1 Dec 2026	Pretoria	R10 000
8 to 9 Feb 2027	Kampala	USD 1 100
22 to 23 Mar 2027	Gaborone	USD 1 100
3 to 4 May 2027	Johannesburg	R10 000
7 to 8 Jun 2027	Accra	USD 1 100
19 to 20 Jul 2027	Johannesburg	R10 000
30 to 31 Aug 2027	Johannesburg	R10 000
4 to 5 Oct 2027	Lagos	USD 1 100
8 to 9 Nov 2027	Durban	R10 000

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)