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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 Quality Management for Non-Specialists

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

Data Quality Management 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 modelling and data cleaning and preparation without assuming prior specialist training. The programme exists because analysts are frequently self taught in the tool and untrained in the reasoning, and because capability in this area is usually built on the job with no structure behind it. Delegates leave able to work confidently with pivot table analysis, self service analytics and data governance in their own organisation.

What delegates leave able to do

  • Take ownership of pivot table analysis rather than escalating it, measured against recognised data governance frameworks
  • Make a decision about self service analytics without waiting for a specialist
  • Spot where data governance is failing before it becomes a finding
  • Put data quality management on a footing they can defend to a reviewer

What the course covers

  • Data modelling
  • Data cleaning and preparation
  • Pivot table analysis
  • Self service analytics
  • Data governance
  • Data quality management
  • Data warehouse concepts

Who should attend

  • data analysts
  • finance professionals building reports
  • reporting specialists
  • management information officers

Fees

South AfricaR10 000
Elsewhere in Africa and the GulfUSD 1 100
Live onlineUSD 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

16 to 17 Nov 2026DubaiUSD 1 100
25 to 26 Jan 2027CairoUSD 1 100
1 to 2 Mar 2027Cape TownR10 000
5 to 6 Apr 2027CairoUSD 1 100
17 to 18 May 2027DurbanR10 000
14 to 15 Jun 2027AccraUSD 1 100
2 to 3 Aug 2027OnlineUSD 900
20 to 21 Sep 2027OnlineUSD 900
25 to 26 Oct 2027KigaliUSD 1 100
22 to 23 Nov 2027OnlineUSD 900

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)