Prompt engineering course in South Africa

For most people in South Africa, a prompt engineering course should teach you to write clear instructions for ChatGPT, Claude and Gemini using your own work: context, a goal, examples, a format and a way to check the answer. You do not need to code to learn it.

This guide explains what prompt engineering means for office workers, what a useful course covers, and how to practise.

Key facts about our free AI workshop

• Free, live on Zoom, every weekend
• 3 hours, 12:00-15:00 SAST (10:00-13:00 UK, 11:00-14:00 CET), on Saturday or Sunday (you pick one)
• ChatGPT, Claude and Gemini on your own work
• No coding needed

What is prompt engineering?

A prompt is the instruction you give an AI assistant. Prompt engineering is the skill of writing prompts that get a useful answer reliably, not just once by luck.

For developers, the term can also cover building prompts into software. For an accountant, HR manager or marketer, it simply means getting good, checkable work out of AI tools every day. That is what this guide is about.

Which prompt skills matter most at work?

Five habits make the biggest difference:

• Context. Who you are, who the reader is, and what the work is for.
• A clear goal. One task per prompt, stated plainly.
• Examples. One good sample of what you want, so the AI can match it.
• Format. The length and shape of the answer: a table, five bullet points, a 150-word summary.
• Checking. Asking where each claim came from, and verifying what matters.

None of these needs technical knowledge. They are the same habits that make a good brief to a colleague.

No coding needed. Join live: the questions and breakouts only happen live, and you leave with something you can use on Monday. Save my free seat.

What does a good prompt look like?

Compare two prompts for the same job.

Weak: "Write a report summary."

Strong: "I am an operations manager. Summarise the attached monthly report for our managing director, who has two minutes. Give three bullet points on what changed, one on the biggest risk, and one recommended action. Use plain language and only the figures in the report."

The second prompt takes a minute longer to write and saves several rounds of editing.

Do I need a paid or accredited prompt engineering course?

Not to start. The core skills can be learned in an afternoon of practice on your own tasks, with someone on hand to explain why a prompt failed. Be wary of courses that promise special formulas or prompt lists that "work every time". Tools change often, and the lasting skill is judgement, not memorised templates. If accreditation matters to your employer, our guide to SETA accredited AI courses explains what to ask.

How do I practise prompt writing?

1. Pick a task you do every week and write down what a good result looks like.
2. Write a prompt with context, a goal, an example and a format.
3. Run it in two different tools and compare the answers.
4. Fix what went wrong in the prompt, not in the answer, and run it again.
5. Save the prompt that worked and reuse it.

Our guides to ChatGPT and Claude show how this works in each tool.

What should a prompt engineering course include?

Look for a course that has you working on your own tasks, live, with a host who can look at a prompt that failed and explain why. A useful course for office workers covers:

• Choosing the right tool for the task, and comparing answers across tools.
• Getting answers from your own documents rather than from general knowledge.
• Building a reusable prompt or simple assistant for a task you repeat.
• Safe use of company and personal data.
• How to check answers before you rely on them.

If a course spends most of its time on theory or slides, you will learn less than from an hour of guided practice.

What should I keep out of prompts?

Names, ID numbers, client details and anything confidential, unless your employer has approved the tool for that data. Replace them with placeholders such as [client] or [amount]. In South Africa, personal information is covered by the Protection of Personal Information Act (POPIA). This is general information and not legal advice.

What does the free workshop cover?

Over three hours on Zoom you work through choosing the right tool, writing prompts that work, researching and drafting quickly, getting answers from your own documents, making images and slides, building your own AI assistant, automating a repetitive task, making a simple web app without code, and understanding AI agents. You leave with a 30-day plan. Our hosts have taught more than 12,000 people.

It runs every weekend, on Saturday and again on Sunday, so you can pick the day that suits you. The times are set for South Africa, and the UK and Europe times above work for learners there too.

No coding needed. Join live: the questions and breakouts only happen live, and you leave with something you can use on Monday. Save my free seat.

Frequently asked questions

Is there a free prompt engineering course in South Africa?

Yes. Upskill in AI runs a free live workshop on Zoom every weekend where you practise writing prompts for ChatGPT, Claude and Gemini on your own work.

Do I need to code to learn prompt engineering?

No. Prompt writing for everyday work is done in plain language. Anyone who can write a clear brief can learn it.

How long does it take to learn prompt writing?

The core habits take an afternoon of guided practice to learn, and get better with a few weeks of use on real tasks.