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AI Fundamentals
A ten module journey from what AI is to how machines learn, see and understand language. No coding background needed.
For: Youth, job seekers, students and anyone curious about AI
NCCH AI Lab
AI skills for every Northern Cape community
Artificial intelligence is changing how we learn, work and do business. The AI Lab makes sure the Northern Cape is ready, with practical, hands on AI training for learners, entrepreneurs, schools and public servants.
Four tracks
One lab, four ways to learn
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AI for Small Business
Practical AI tools that save time and win customers: writing marketing posts, answering WhatsApp enquiries, building quotations and keeping records.
For: Entrepreneurs, cooperatives and informal traders
03
AI for Schools and Youth
AI literacy, responsible use and hands on projects that spark interest in science, technology and future careers.
For: Learners, teachers and youth clubs
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Corporate and Government AI Training
Tailored upskilling so teams use AI productively, safely and in line with POPIA and good governance.
For: Departments, municipalities, SOEs and companies
Curriculum
AI Fundamentals in ten modules
Our core course takes learners from first principles to real world applications. It is the foundation for every AI Lab track and can be delivered as a short course or spread across weeks.
- 01What is Artificial Intelligence
- 02Knowledge versus Intelligence
- 03Data Everywhere
- 04Finding Patterns in Data
- 05Machine Learning
- 06Types of Machine Learning
- 07Deep Learning
- 08Natural Language Processing
- 09AI Algorithms
- 10AI in Action
Our approach
AI training that sticks
Practical first
Every session ends with something learners can use the next day.
Local languages
Concepts explained in the languages learners speak at home.
Responsible AI
Privacy, POPIA, bias and safe use are built into every track.
No coding needed
Start from zero. Learners who want to go deeper can progress to our software stream.
Get started
Bring the AI Lab to your people
Organisations can book a cohort for staff, learners or beneficiaries. Individuals can register interest on our contact page and we will let you know when the next public course opens.