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Applied AI for Software Professionals

Learn why AI confidently gives wrong answers — and how to catch it before your users do.

Built around one question: how do you know it's working? Most AI courses teach you to prompt. This one teaches you how the technology actually works — tokens, context, RAG, agents — so you can tell when it is about to be confidently wrong, and prove it with an evaluation rather than an opinion. Hands-on labs with no coding required, a graded capstone, and a certificate anyone can verify.

Enroll now — €349One-time · no subscription · access while you study

Price includes VAT where applicable · 14-day right of withdrawal · Sold by Star IT.

Browser labsyou write and run real code — no setupModule quizzesunlimited attempts, a fresh set each timeGraded capstoneone scenario, every skill in the courseFinal examrandomised from the whole question poolVerifiable certificatea public link anyone can check
Who it's for

Is this you?

  • Software engineers building or reviewing AI-powered features
  • QA and test automation engineers who now have AI behaviour to test
  • Technical leads and architects deciding what to adopt, and on what evidence
  • Product managers and analysts who own AI features and answer for them
  • Anyone who has to say whether an AI system can be trusted — and show their working
Before you start

What you'll need

  • · No coding required. If you're responsible for an AI feature, this is the technical grounding behind the calls you're already making
  • · The labs are fill-in-the-blank — the real evaluation harness runs underneath, so you see what your inputs actually did
  • · General familiarity with how software is built, shipped and tested
  • · No prior AI or machine-learning experience needed — we build it from the ground up
What you'll be able to do

By the end, you can…

1Explain why AI behaves the way it does — and predict where it will break before it does
2Tell retrieval from agents, and judge what a vendor's “agentic” claim can actually reach
3Design and run an evaluation that turns “it felt wrong” into a measured pass rate
4Spot hallucination, bias and unsafe behaviour, and build the checks that catch them
5Use AI on real engineering and testing work — and catch it when it is confidently wrong
6Defend a quality decision about an AI system with evidence, not hype
Skills you'll gain
AI literacy for software engineeringLLM evaluationAI system evaluation designRetrieval-augmented generation (RAG)AI agents and MCPMetamorphic testingAI safety and red-teamingAI-assisted test engineeringPrompt design for engineering work
The curriculum

What you'll learn, module by module

00

Orientation

1 part
Welcome & how this works
01

Understand AI Systems

8 parts
What an LLM is What it can and can't do Anatomy of a turn Memory & context assembly Agents & tool use The model landscape Why this breaks testing Lab 1 — Dissect a turn
02

Evaluate AI Systems

8 parts
The core problem Evaluation methodology Metrics & their limits LLM-as-judge Metamorphic & property thinking Bias, hallucination, safety, red-teaming Data-quality testing Lab 2 — Complete the eval harness
03

Work with AI

7 parts
Prompt engineering for test work Cases & Gherkin from requirements Test data generation Generating automation code AI for exploratory, logs, bug triage The dark side Lab 3 — The handover audit
04

Capstone

1 part
Capstone — the pre-launch assessment
How it works

From sign-up to certificate

1
Create your account

A minute to sign up — no card needed to look around.

2
Pick your course

One-time payment, no subscription. Instant access.

3
Learn by doing

Interactive lessons and browser labs, at your own pace.

4
Prove it on the capstone

One realistic scenario end to end: find the failure, build the evaluation that catches it, audit what the AI wrote, and defend the verdict.

5
Earn a certificate that checks out

Pass the final exam and get a certificate with its own public verification page — anyone can confirm it without asking you for proof.

Start Applied AI for Software Professionals today.

One payment, full access while you study, and a certificate that's yours to keep.

Enroll now — €349