Data Analysis for Non-Specialists

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

Data Analysis for Non-Specialists is built for delegates who need to be useful in this area quickly. It starts at first principles and works through data quality management and SQL querying without assuming prior specialist training. The programme exists because reporting effort scales badly when the underlying model is wrong, and because capability in this area is usually built on the job with no structure behind it. Delegates leave able to work confidently with report automation, scenario modelling and data warehouse concepts in their own organisation.

What delegates leave able to do

Spot where report automation is failing before it becomes a finding, measured against established visualisation principles
Explain scenario modelling to someone who does not do the work
Take ownership of data warehouse concepts rather than escalating it
Bring data modelling into line with current good practice

What the course covers

Data quality management
SQL querying
Report automation
Scenario modelling
Data warehouse concepts
Data modelling
DAX and calculated measures

Who should attend

team leaders responsible for KPIs
reporting specialists
operations managers using dashboards
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

19 to 20 Oct 2026	Online	USD 900
23 to 24 Nov 2026	Lusaka	USD 1 100
4 to 5 Jan 2027	Pretoria	R10 000
15 to 16 Feb 2027	Pretoria	R10 000
22 to 23 Mar 2027	Durban	R10 000
3 to 4 May 2027	Lagos	USD 1 100
7 to 8 Jun 2027	Dar es Salaam	USD 1 100
19 to 20 Jul 2027	Pretoria	R10 000
30 to 31 Aug 2027	Harare	USD 1 100
11 to 12 Oct 2027	Cape Town	R10 000
15 to 16 Nov 2027	Pretoria	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)