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EasyUphill
CORPORATE DEVELOPMENT
+27 81 041 7673
training@eubiz.co.za
68 Sunstone Street, Germiston, 1401
eubiz.co.za
Artificial Intelligence & Emerging Technology

Model Cards and System Documentation

Duration
2 Days
Delivery
In-house, public or online
From
R10,000 per delegate
Certificate
On completion
Course overview

Systems outlive the people who built them, and undocumented models become unmaintainable and indefensible. This course covers documenting a model so others can operate, audit and retire it.

What you will be able to do
  • Record intended use and known limitations
  • Document training data, its sources and its gaps
  • State performance across relevant groups
  • Record decisions, trade offs and their reasoning
  • Maintain documentation as the system changes
  • Produce documentation an auditor can rely on
Who should attend
  • Data scientists and engineers
  • Governance and compliance staff
  • Model validation and audit professionals
  • Technical leads owning deployed systems
Course outline
01
Systems that outlive the people who built them
02
Intended use, out of scope use and known limitations
03
Training data: sources, gaps and representativeness
04
Performance reporting, including across groups
05
Decisions, trade offs and recording the reasoning
06
Version history and keeping documentation current
07
Documentation an auditor or regulator can rely on
Upcoming public sessions
DatesVenueDurationFee per delegate
9 to 10 Nov 2026Dubai2 DaysUS$1,100
30 Nov to 1 Dec 2026Pretoria2 DaysR10,000
11 to 12 Jan 2027Durban2 DaysR10,000
22 to 23 Feb 2027Cape Town2 DaysR10,000
26 to 27 Apr 2027Johannesburg2 DaysR10,000
5 to 6 Jul 2027London2 DaysUS$1,100
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