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EasyUphill
CORPORATE DEVELOPMENT
+27 81 041 7673
training@eubiz.co.za
68 Sunstone Street, Germiston, 1401
eubiz.co.za
training@eubiz.co.za
68 Sunstone Street, Germiston, 1401
eubiz.co.za
Artificial Intelligence & Emerging Technology
Synthetic Data and Privacy Preserving Analytics
Duration
3 Days
Delivery
In-house, public or online
From
R13,000 per delegate
Certificate
On completion
Course overview
Useful data is often too sensitive to share, and stripping identifiers rarely makes it safe. This course covers the techniques that allow analysis without exposing individuals.
What you will be able to do
- Explain why removing identifiers is not enough
- Assess re identification risk in a dataset
- Generate synthetic data that retains utility
- Apply noise based privacy techniques
- Evaluate the trade off between privacy and utility
- Decide which technique suits a given use
Who should attend
- Data scientists and analysts
- Privacy and compliance professionals
- Researchers working with sensitive data
- Data governance staff
Course outline
01
Why removing identifiers does not make data safe
02
Re identification risk and how it is measured
03
Aggregation, suppression and generalisation
04
Synthetic data generation and retaining utility
05
Noise based techniques and privacy budgets
06
The privacy and utility trade off
07
Choosing a technique and documenting the decision
Upcoming public sessions
| Dates | Venue | Duration | Fee per delegate |
|---|---|---|---|
| 26 to 28 Oct 2026 | Cape Town | 3 Days | R13,000 |
| 16 to 18 Nov 2026 | Johannesburg | 3 Days | R13,000 |
| 30 Nov to 2 Dec 2026 | London | 3 Days | US$1,500 |
| 11 to 13 Jan 2027 | Dubai | 3 Days | US$1,500 |
| 1 to 3 Mar 2027 | Pretoria | 3 Days | R13,000 |
| 17 to 19 May 2027 | Durban | 3 Days | R13,000 |
| 19 to 21 Jul 2027 | Cape Town | 3 Days | R13,000 |
Fees exclude VAT. This course can also be delivered in-house at your premises on dates that suit your team, or live online.
To book or ask for an in-house quote
Reply to the email this brochure came with, call +27 81 041 7673, or visit eubiz.co.za and open this course.
EasyUphill Training & ConsultingTailored training that moves teams forward.
+27 81 041 7673 · training@eubiz.co.za
68 Sunstone Street, Germiston, 1401 · eubiz.co.za
68 Sunstone Street, Germiston, 1401 · eubiz.co.za