Matric/Grade 12 or
A recognised NQF Level 4 qualification.

Certificate will be issued by the Quality Council for Trades and Occupations (QCTO) on successful completion of External integrated Summative Assessment.

Knowledge Modules

❖ Module 1- Overview of Artificial Intelligence
❖ Module 2- Introduction to Mathematics and Statistics
❖ Module 3- Analytical Thinking and Problem Solving
❖ Module 4- Data, Databases and Data Visualisation
❖ Module 5- Computing Theory.
❖ Module 6- Introduction to Artificial Intelligence, Machine Learning, Deep Learning
❖ Module 7- Artificial Intelligence
❖ Module 8- Machine Learning
❖ Module 9- Deep Learning
❖ Module 10- Introduction to Governance, Legislation and Ethics
❖ Module 11- Fundamentals of Design Thinking and Innovation
❖ Module 12- 4IR and Future Skills

Practical Skill Modules

❖ Module 1- Mathematics and Statistics for Programming
❖ Module 2- Problem Definition, Analytical Thinking and Decision-Making
❖ Module 3- Access, Analyse, and Visualise Structured Data Using Spreadsheets
❖ Module 4- Use SQL to Communicate with a Database
❖ Module 5- Build a simple AI solution using Python
❖ Module 6- Use Python Data Scraping to Populate Database Table in SQL
❖ Module 7- Use Machine Learning to Build an AI solution in Python
❖ Module 8- Use Deep Learning to Build an AI Neural Network Architecture in Python
❖ Module 9- Use Deep Learning to Build an AI Neural Network Architecture in TensorFlow
❖ Module 10- Function Ethically and Effectively as a Member of a Multidisciplinary Team
❖ Module11- Participate in a Design Thinking for Innovation Workshop

Work Experience Modules

❖ Module 1- AI Solution Design Interpretation and Development
❖ Module 2- AI Solution Performance Testing
❖ Module 3- AI Solution Deployment, Modification, and Improvement