This course is aligned to the national standard. NCDev Ecosystem is a registered QCTO Skills Development Provider; however, we are currently waiting for the final registration of this specific AI qualification. This means the content is at the correct standard (NQF 4), but you will receive an NCDev Academy Certificate of Completion rather than a national statement of results at this stage.

It means we haven't just made this course up. We have built it strictly according to the QCTO Curriculum Code 251201002. We cover the exact Knowledge Topics (KTs) and Internal Assessment Criteria (IACs) required by the South African government for an AI Software Developer.

No. This is a theoretical overview module. We are building the "Knowledge Foundation." You will not be writing code in this specific module, but you will learn the concepts that developers use every day.

While you can move through the content quickly, we recommend spreading it over 3-5 days to truly absorb the concepts. The "Notional Hours" (20 hours) include time for you to think, research, and complete the knowledge checks.

AI is not just for Silicon Valley. In this course, we discuss how AI can and is used right here—from smart water management in the Vaal River system to automated safety in our mines. NCDev Ecosystem focuses on "Tech for Local Impact."

The iSpring system allows for retakes. You need to achieve a score of 80% to pass. If you do not pass, review the "Flip Cards" and "Timelines" in the course content and try again.

This module is the first step in a larger journey. While this specific module won't make you a developer overnight, it is the mandatory foundation you need to understand the rest of the AI Software Developer course.