Ai Software Developer (NQF5)
SETA
Services SETA
SAQA ID
121151
CREDITS
134
NQF LEVEL
6
DURATION
18 Months
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Shape Tomorrow’s Technology Today
In the rapidly evolving landscape of technological innovation, Artificial Intelligence (AI) Software Developers are the architects of a smarter, more adaptive digital future. Our Occupational Certificate program is your strategic pathway to mastering the complex, cutting-edge world of AI software development.
| Knowledge Modules | NQF Level | Credits (86) |
| Overview of Artificial Intelligence | 4 | 2 |
| Introduction to Mathematics and Statistics | 4 | 10 |
| Analytical Thinking and Problem Solving | 4 | 3 |
| Data, Databases and Data Visualisation | 4 | 8 |
| Computing Theory | 4 | 8 |
| Introduction to Artificial Intelligence, Machine Learning, Deep Learning | 4 | 5 |
| Introduction to Governance, Legislation and Ethics | 4 | 1 |
| Fundamentals of Design Thinking and Innovation | 4 | 1 |
| 4IR and Future Skills | 4 | 4 |
| Artificial Intelligence | 5 | 12 |
| Machine Learning | 5 | 16 |
| Deep Learning | 5 | 16 |
| Practical Modules | NQF Level | Credits (63) |
| Mathematics and Statistics for Programming | 4 | 8 |
| Problem Definition, Analytical Thinking and Decision-Making | 4 | 2 |
| Access, Analyse and Visualise Structured Data Using Spreadsheets | 4 | 4 |
| Use SQL to Communicate with a Database | 5 | 4 |
| Build a simple AI solution using Python | 5 | 8 |
| Use Python Data Scraping to Populate Database Table in SQL | 5 | 4 |
| Use Machine Learning to Build an AI solution in Python | 5 | 6 |
| Use Deep Learning to Build an AI Neural Network Architecture in Python | 5 | 10 |
| Use Deep Learning to Build an AI Neural Network Architecture in TensorFlow, | 5 | 10 |
| Function Ethically and Effectively as a Member of a Multidisciplinary Team | 4 | 3 |
| Participate in a Design Thinking for Innovation Workshop | 4 | 4 |
| Work Experience Modules | NQF Level | Credits (60) |
| AI Solution Design Interpretation and Development | 5 | 20 |
| AI Solution Performance Testing | 5 | 20 |
| AI Solution Deployment, Modification and Improvement | 5 | 20 |
Assessments are ongoing evaluations that provide feedback to help students improve. Formative assessments, like quizzes and self-assessments, do not affect final grades. All assessments are completed within the allocated time, with feedback and remediation if necessary. The External Integrated Summative Assessment (EISA) is a key component for awarding Occupational Certificates. To enter EISA, learners need proof of completed modules and a signed Statement of Work Experience.
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Occupational Certificate: Human Resource Management Administrator NQF 5
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Occupational Certificate: Computer Technician; NQF Level 5 |
Diploma in Information Technology; NQF Level 6 |