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Which AI course should you do first? A path for every job

Most AI training is organised around the tool. Your week is organised around your job. Here is a first course for each of six jobs — free, timed to the minute, and each one ends with something you actually made.

12 SEP 2026 · 7 MIN READ · OPPERMIND PTY LTD
TL;DR. Learn by job, not by tool. Everyone starts with the same five-minute course — one real task, one real file — then branches by role: founders, marketing, sales, operations, product and design, education. Each path below is a first course, its length, and what you will be holding at the end. Every course is free to read with no account; the exercises run on the free plan with no card.

If you searched “best AI course” you have already found the problem: the results are organised by tool. A course on product A, a certification in product B. That is the wrong axis. Tools get redesigned every quarter. The shape of your work — what eats your week, what you hand in, who you hand it to — changes far more slowly, and that is the thing worth learning against.

So this is not a seven-day path; that already exists and it is good if you want a general on-ramp. This is a picker. Find your job, do the first course, and you will know within the hour whether the rest is worth your time.

Everyone starts here: five minutes, one real file

Before any branch, do your first useful result. It takes about five minutes. You bring a task from your actual week, and you finish with a real document, sheet or deck that opens in an editor and can be judged on its merits.

That course exists to answer one question before you invest any further: does this produce something I would actually use? If the answer is no, stop. If it is yes, pick your job below.

Then pick your job

Your job Do this first Length You finish with
Founders & small businessAI for business essentials85 minA working set of practical workflows on your own business material
MarketingAI marketing workflows45 minFive workflows run end-to-end on real campaign material
SalesConnect your business tools safely12 minLive CRM context inside a chat, with permissions you understand
OperationsBuild your first AI worker18 minA scheduled worker that runs a real repeating job with an approval gate
Product & designBuild live artefacts and custom tools42 minA working interactive tool from a prompt, tested and shareable
Education & learningOppermind Foundations55 minThe full basics, with a lesson on turning a good result into a reusable skill

If your job is not on the list, pick the row whose shape is closest, not whose title is. An accountant’s week looks more like operations than marketing. A solicitor’s looks more like product. A tradie’s looks like founders. The paths are about the work, not the door sign.

Why these six, in this order

Founders: breadth first

A founder’s problem is that everything is their job. The essentials course is the longest on the list because it deliberately covers the widest ground — documents, numbers, decks, the repeatable stuff — so you can see which part of your week benefits most before you specialise. If you want the shorter version of the same decision, what to automate first is ten minutes of reading.

Marketing: the workflows, not the prompts

Marketing is where the most AI content is produced and the least of it is checked. The workflows course is built around five recurring jobs rather than prompt tricks, because the trick changes and the job does not. Pair it with how to use AI for SEO without getting penalised, which covers what Google has actually said about it.

Sales: context before generation

The sales course is the shortest because the lesson is small and important: an assistant that knows your pipeline is useful, one that does not is a very fast way to write generic emails. Twelve minutes on connectors and permissions, and you will understand what you are plugging in before you plug it in.

Operations: the loop with controls

Operations people run repeating processes, which is exactly what a worker is for. The first course builds one on a real job with a dry run and an approval gate, and eighteen minutes later you own the concept. An agent is a loop is the reading that goes with it.

Product and design: make the thing

Product people learn by building the prototype. The artefacts course ends with a working interactive tool you can put in front of someone, which is more persuasive than any deck about it. Build your own app with AI is the honest scoping of what comes next.

Education: foundations, then teach it

If you teach or train others, you need the whole base before you can explain any of it. Foundations is fifty-five minutes and its seventh lesson — turning a good result into a reusable skill — is the one that makes you dangerous, because it is the difference between doing the work and giving other people a way to do it.

How to tell a course is working

Three tests, none of which is a quiz score:

  1. You used your own material. If the exercise used sample data, you learned the sample data.
  2. You finished holding a file. A document, a sheet, a deck, a working tool. Something you could send.
  3. You checked it and found something wrong. This is the good sign, not the bad one. A course that never makes you catch an error has not taught you the habit that matters most.

When you have done a path and want it on paper, the Academy issues a learning certificate on completion.

Where Oppermind fits

Every course above runs inside the Oppermind workspace, which is the point: you learn on the tool you will keep using, and the thing you make in lesson three is a real file in a real editor, not a screenshot of one. Reading is free with no account. Doing the exercises uses the free plan, which needs no card, and every plan carries unlimited documents, spreadsheets, decks and designs. The paid tiers — Starter A$9.95, Pro A$29.99, Pro Plus A$59.99 a month — change the media and worker allowances, not whether the courses work.

Whatever you’re here to make, make more of it.

The honest caveat

An hour of guided practice makes you competent at a workflow. It does not make you the person who should design workflows for a company, and a lot of expensive mistakes come from confusing the two. Do the first course, do the second, and then do real work for a month before you write the rollout plan. The readiness checklist is for that month.

Frequently asked questions

What is the best AI course for a beginner?

One that ends with something you made. Courses that explain how models work are interesting and do not change your Tuesday. A first course should take under an hour, use a task from your actual job, and finish with a real file — a document, a sheet, a deck — that you can open and judge. If it does not, it was a lecture.

Should I learn AI by tool or by job?

By job. Tools change every quarter; the shape of your work does not. A marketer who learns “the five workflows that eat my week” keeps that knowledge across every tool. A marketer who learns “the menu of product X” loses it at the next redesign. Pick the course for your role, then the tool follows.

How long does it take to get useful?

The first useful result should take about five minutes, and there is a five-minute course for exactly that. Being reliably useful across a role takes a few hours of guided practice on real work. Being someone who designs workflows for others is a further step. Do not start at the third one.

Are the Oppermind Academy courses free?

Yes. Every course and reference page is free to read with no account. Doing the exercises uses the Oppermind free plan, which needs no card. A learning certificate is available on completion.

What if my job is not on the list?

Start with Oppermind Foundations, then pick whichever of the role paths is closest to the shape of your work rather than its title. An accountant’s week looks more like operations than like marketing; a solicitor’s looks more like product. The paths are about the shape of the work, not the job title on the door.

Related reading

Course lengths are the Academy’s published estimates and vary with the material you bring. This article is general information about learning resources, not career, educational or professional advice. Oppermind platform prices are current as at 12 September 2026, are in Australian dollars, and are subject to the plan terms at checkout.

Five minutes. One real file.

Start with your first useful result, then take the path for your job. Free to read, free plan to practise on, no card.