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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
Data Labelling and Annotation Quality
Duration
3 Days
Delivery
In-house, public or online
From
R13,000 per delegate
Certificate
On completion
Course overview
A model is a compressed version of its labels, so careless annotation guarantees a careless model. This course covers running annotation work that produces data worth training on.
What you will be able to do
- Write annotation guidelines that remove ambiguity
- Select and train annotators for the task
- Measure agreement between annotators
- Resolve disagreement and adjudicate edge cases
- Audit label quality on an ongoing basis
- Manage cost, throughput and quality together
Who should attend
- Data scientists and machine learning engineers
- Annotation and operations teams
- Project managers on data projects
- Quality staff supporting data work
Course outline
01
Models as a compressed version of their labels
02
Writing guidelines that remove ambiguity
03
Selecting, training and calibrating annotators
04
Inter annotator agreement and measuring it
05
Disagreement, adjudication and edge cases
06
Ongoing quality audit and label drift
07
Balancing cost, throughput and quality
Upcoming public sessions
| Dates | Venue | Duration | Fee per delegate |
|---|---|---|---|
| 2 to 4 Nov 2026 | Durban | 3 Days | R13,000 |
| 16 to 18 Nov 2026 | Cape Town | 3 Days | R13,000 |
| 7 to 9 Dec 2026 | Johannesburg | 3 Days | R13,000 |
| 11 to 13 Jan 2027 | London | 3 Days | US$1,500 |
| 9 to 11 Feb 2027 | Dubai | 3 Days | US$1,500 |
| 12 to 14 Apr 2027 | Pretoria | 3 Days | R13,000 |
| 28 to 30 Jun 2027 | Durban | 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