NQF Level: 5
Credits: 191
Duration: 1 Year
Entry requirements: NQF Level 4 or Experience in a related field
Career path and job opportunities
❖AI Software Developer
❖Machine Learning Technician
❖Software Developer / Programmer
❖Data Technician / Junior Data Scientist
Module Title
Module Code
Credits
Overview of Artificial Intelligence
251201-002-00-KM-01
2
Introduction to Mathematics and Statistics
251201-002-00-KM-02
10
Analytical Thinking and Problem Solving
251201-002-00-KM-
3
Data, Databases and Data Visualisation
251201-002-00-KM-
8
Computing Theory
251201-002-00-KM-05
8
Introduction to Artificial Intelligence, Machine Learning, Deep Learning
251201-002-00-KM-06
5
Introduction to Governance, Legislation and Ethics
251201-002-00-KM-10
1
Fundamentals of Design Thinking and Innovation
251201-002-00-KM-11
1
4IR and Future Skills
251201-002-00-KM-12
4
Artificial Intelligence
251201-002-00-KM-07
12
Machine Learning
251201-002-00-KM-08
16
Deep Learning
252901-001-00-KM-09
16
Practical Skill Modules
Mathematics and Statistics for Programming
251201-002-00-PM-01
8
Problem Definition, Analytical Thinking and Decision-Making
251201-002-00-PM-02
2
Access, Analyse and Visualise Structured Data Using Spreadsheets
251201-002-00-PM-03
4
Use SQL to Communicate with a Database
251201-002-00-PM-04
4
Build a simple AI solution using Python
251201-002-00-PM-05
8
Use Python Data Scraping to Populate Database Table in SQL
251201-002-00-PM-06
4
Use Machine Learning to Build an AI solution in Python
251201-002-00-PM-07
6
Use Deep Learning to Build an AI Neural Network Architecture in Python
251201-002-00-PM-08
10
Use Deep Learning to Build an AI Neural Network Architecture in TensorFlow
251201-002-00-PM-09
10
Function Ethically and Effectively as a Member of a Multidisciplinary Team
251201-002-00-PM-10
3
Participate in a Design Thinking for Innovation Workshop
251201-002-00-PM-11
4
Practical Skill Modules
AI Solution Design Interpretation and Development
251201-002-00-WM-01
20
AI Solution Performance Testing
251201-002-00-WM-02
20
AI Solution Deployment, Modification and Improvement
251201-002-00-WM-03
20