How to use AI to create a complete technical course
Introduction
Creating a technical course takes time: defining objectives, organising concepts, preparing materials, building exercises, planning assessments and adapting the content to the learners’ level.
Artificial intelligence can help prepare a first draft, provided that you use it methodically and check the content.
Simply asking AI to “make a course” often produces an overly general, poorly structured result that is difficult to use.
The right approach is to use AI as a teaching assistant: it helps scope, structure, rephrase and enrich a first draft, while the teacher or trainer remains responsible for the final quality.
Why AI can help create a course
AI can be useful at several stages of instructional design: clarifying a subject, suggesting an outline, generating examples, rephrasing explanations, preparing quizzes or adapting content to different levels.
Its main value is not to replace the teacher. It is to help structure a working basis that the trainer can review, correct and adapt.
The wrong approach: asking for a complete course in one sentence
An overly vague request such as “Create a course on IoT” generally produces a superficial result.
The problem is simple: AI does not automatically know the target audience, level, duration, objectives, expected format, prerequisites, desired activities or teaching constraints.
Before asking for content, define the framework.
Step 1: define the learning brief
Before generating anything, define:
- the target audience;
- the learners’ level;
- the course duration;
- the learning objectives;
- the prerequisites;
- the main concepts;
- the expected format;
- the type of assessment;
- the deliverables to produce.
Example:
“I want to create a two-hour course for engineering students on the basics of the Internet of Things. The course should include an introduction, practical examples, a short hands-on activity, a final quiz and a summary.”
Step 2: ask for a structured outline
Once the framework is defined, ask AI to suggest a progressive outline.
Example prompt:
“Act as an instructional designer specialising in digital technologies. Suggest a structured outline for a two-hour course on the Internet of Things for beginner engineering students. The outline should include learning objectives, main sections, activities, examples and a short assessment.”
Step 3: turn the outline into a teaching sequence
An outline is not enough. You then need to turn it into a teaching sequence.
A good sequence should specify:
- the time allocated to each part;
- the objective of each stage;
- the teacher’s activity;
- the learners’ activity;
- the materials required;
- the written record or deliverable expected.
This is where AI becomes particularly useful: it can suggest an initial structure that you can then correct and enrich.
Step 4: create the materials and activities
AI can help generate:
- simple definitions;
- examples;
- analogies;
- case studies;
- exercises;
- quizzes;
- practical lab instructions;
- discussion questions;
- summaries.
The critical point is never to publish generated content directly. Review it, check it, adapt it to the learners’ level and align it with your objectives.
Step 5: create a coherent assessment
The assessment should measure the stated objectives.
If the course aims to develop understanding, a quiz may be sufficient. If it aims to develop practical skills, plan a mini-project, case study or applied activity.
AI can suggest questions, but you must check their relevance, difficulty and consistency with the content taught.
Practical example: an introductory IoT course
For an introductory IoT course, AI can help produce:
- an outline in four parts;
- an accessible definition;
- a map of the components in an IoT system;
- an example of a connected sensor;
- a short quiz;
- a reflection activity;
- a final summary.
The result becomes truly useful when each element is linked to a clear learning objective.
Mistakes to avoid
The most common mistakes are:
- asking for a complete course without a brief;
- accepting an overly generic outline;
- forgetting the learners’ level;
- not checking technical information;
- creating too much content and too few activities;
- using AI as the final author rather than as a teaching assistant.
Conclusion
AI can support the preparation of a technical course, but it does not replace expertise, teaching skills or human verification.
The right method is to scope the need, generate a structure, enrich the content, create activities, check the information and adapt the result to the target audience.
To go further, download the free DocPilot IA pack and receive a PDF of 25 prompts for framing your requests, then adapting and checking the answers before using them in learning materials.
