AI Foundations

Understand AI in an afternoon.

For the curious and the busy.

5 lessons · 15 min read · Free · Self paced

01What AI actually is, in plain languageYou already used AI three times before breakfast, you just did not call it that.3 min
02Using AI tools well, prompting like a proThe same tool gives one person a useless blob and another person a job winning cover letter. The difference is not the tool.3 min
03Trusting AI, hallucinations, facts and your privacyAI will look you dead in the eye and invent a court case that never happened. Confidently.3 min
04AI for your life and work, real South African winsA matric pupil, a spaza shop owner and someone hunting a job walk into a chatbot. All three walk out ahead.3 min
05Where next, free certificates and your path forwardYou are now more AI literate than most working adults. Here is how to prove it and where it can take you.3 min

A word before you start+

Welcome to SpaniSpace. Take a breath, because you are in the right place.

I have taught this material to school pupils who had never written a line of code, to university students juggling exams and taxi fares, and to working adults who decided at 40 that it was time for a new chapter. Every one of them arrived nervous. Almost every one of them left able to do something they once thought was reserved for other people. That is what this program is for.

Here is the promise I make to you. We start from zero. If you know how to use WhatsApp and you can follow a recipe, you already have the two skills that matter most, patience and the willingness to try. From there we build, one honest step at a time, until the words that scare people today, data, machine learning, artificial intelligence, become tools you reach for without thinking.

SpaniSpace is built for South Africa, on purpose. When we talk about money we talk in rands. When we talk about jobs we talk about the companies hiring here, Capitec and Discovery and Takealot and Standard Bank, the startups on OfferZen, the remote roles that pay in dollars while you sit in Gqeberha. When we talk about the law we mean POPIA and SARS, not something borrowed from another country. And yes, we plan around load shedding, because a curriculum that pretends the power never goes out is a curriculum written by someone who has never lived here.

You do not need to be a genius. You do not need an expensive laptop to begin, and I will show you what is genuinely required and what is a nice to have. You need to show up, do the work, and trust the sequence. I have laid the stepping stones. Your job is simply to take the next one.

Let us begin.