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Executive and professional training
305 Glenwood Road, Faerie Glen, Pretoria, South Africa
069 221 6943
info@isptrainings.co.za
Advanced Data Quality Management
Data and Business Intelligence|5 days|Classroom or live online
This advanced programme assumes delegates already work in the field. It goes past the basics into scenario modelling, storytelling with data and the judgement calls that sit outside recognised data governance frameworks. At this level the constraint is rarely knowledge. It is judgement under pressure, which matters because reporting effort scales badly when the underlying model is wrong. Delegates leave able to work confidently with SQL querying, data quality management and report automation in their own organisation.
What delegates leave able to do
- Put SQL querying on a footing they can defend to a reviewer, measured against recognised data governance frameworks
- Review data quality management and say plainly whether it is working
- Take ownership of report automation rather than escalating it
- Spot where KPI definition is failing before it becomes a finding
What the course covers
- Scenario modelling
- Storytelling with data
- SQL querying
- Data quality management
- Report automation
- KPI definition
- Spreadsheet controls
Who should attend
- operations managers using dashboards
- finance professionals building reports
- professionals moving into analytics
- business analysts
- data analysts
Fees
| South Africa | R18 000 |
| Elsewhere in Africa and the Gulf | USD 1 800 |
| Live online | USD 900 |
Per delegate, for the full 5 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 23 Oct 2026 | Nairobi | USD 1 800 |
| 30 Nov to 4 Dec 2026 | Johannesburg | R18 000 |
| 25 to 29 Jan 2027 | Accra | USD 1 800 |
| 8 to 12 Mar 2027 | Johannesburg | R18 000 |
| 12 to 16 Apr 2027 | Johannesburg | R18 000 |
| 31 May to 4 Jun 2027 | Lagos | USD 1 800 |
| 5 to 9 Jul 2027 | Nairobi | USD 1 800 |
| 16 to 20 Aug 2027 | Cape Town | R18 000 |
| 27 Sep to 1 Oct 2027 | Kampala | USD 1 800 |
| 8 to 12 Nov 2027 | Dar es Salaam | USD 1 800 |
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)