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Understanding Machine Learning: What It Really Does and Why It Matters
Date:
27 October, 2026
Time:
14:00
Hours:
1 hour
CPD Units:
2
Category:
Group:
Channel 2: Growth
Format:
Live Event
Machine learning already influences decisions, systems, and outcomes. This session explains what it actually is, how it works, and why professionals need to understand it.
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Machine learning is often spoken about as something complex and technical, yet it already shapes everyday business decisions. This session breaks machine learning down into clear, simple concepts without technical overload. The focus is on how machine learning systems learn, what they rely on, and where their limitations lie. Understanding this helps professionals ask better questions and make better decisions when machine learning tools are used in business, finance, and operations. This session does not aim to turn attendees into data scientists. It aims to build practical understanding, reduce blind trust in automated outputs, and strengthen professional judgement in an environment where machine learning is increasingly embedded in systems.
Presenter/s
Prof Hanlie Smuts
Associate Professor in Informatics at the University of Pretoria Specialises in digital transformation, knowledge management, and business innovation with industry and academic expertise.
What will set you apart
What machine learning really means in simple terms
How machine learning differs from traditional software
Where machine learning is already used in business
How data quality affects outcomes
Why machine learning can go wrong
What professionals must understand before trusting outputs
Event breakdown
What machine learning is and is not
How machines learn from data
Types of machine learning
Where machine learning is used today
Role of data quality
Bias and limitations
Risks of blind reliance
Professional responsibility
Certificate
The following event is awarded 2 CPD units in Other.