AI and machine learning
ISO 42001 and AI Governance
Learn ISO/IEC 42001 clause by clause and how to build an AI management system, with risk, impact and EU AI Act checks.
ISO 42001 and AI Governance is a free, self-paced online course from EDWartens for engineers, developers and students applying AI to real work. It has 13 modules and takes about 9.2 hours, with written notes, a practice task per module, a practical project and a final assessment of 15 questions (pass mark 60%). Learning costs nothing and needs only a free account. The optional EDWartens Certificate of Completion, verifiable by code, is a one-off US$28.99 for you; it is not a vendor credential. Updated 1 November 2026.
- Free
- Intermediate
- 9.2 hours
- Self-paced
- Certificate optional
- Lab practice in your browser
No card, no trial. The course is free for good. Certificate US$28.99, optional.
- Who it is for
- Engineers, developers and students applying AI to real work
- Jobs
- Roles that use this skill: AI engineer, machine learning engineer, data analyst and automation developer. No course guarantees a job.
- Tools
- None required. A spreadsheet is enough for the AI system inventory, the risk register and the impact assessment. Hardware: none.
- Updated


After this course you can
By the end you will be able to:
- Scope an AI management system and write an AI policy
- Build an AI system inventory that finds unregistered systems
- Run a risk assessment against criteria you defined first
- Complete an AI system impact assessment
- Map Annex A controls to what your organisation already does
Who it is for, and what you need first
Who it is for
Engineers, developers and students applying AI to real work.
Level: Intermediate. Intermediate. Best if you have worked inside a management system such as ISO 9001, IATF 16949 or ISO 27001, or have shipped an AI system that somebody else now audits. No coding required.
What you need
Software: None required. A spreadsheet is enough for the AI system inventory, the risk register and the impact assessment..
Hardware: None.. What to download, and how.
How this course works
Watch the lessons
Short video lessons, one module at a time, at your own pace.
Read the notes
Open the Reading tab for the written notes and diagrams of the module.
Practise in the 3D labOptional
Try the module in the free 3D lab, in your browser.
Check yourself
Answer the questions to see what stuck before you move on.
Final assessment
Pass the final once you have been through the modules.
Certificate, if you want oneOptional
Optional, with a page anyone can use to verify it.
What you learn
13 modules in order, at your own pace. 9.2 hours of video lessons, with written notes and a practice task in each module.
- 1AI governance: principles, trustworthy AI and the NIST AI RMF33m
- 2ISO/IEC 42001: the standard and the AI management system24m
- 3Clause 4 and clause 5: scope, leadership and the AI policy28m
- 4Roles, resources and the AI stack you have to govern25m
- 5Clause 6.1.1: planning, risks and opportunities18m
- 6Clause 6.1.2 and 6.1.3: AI risk assessment and risk treatment13m
- 7Clause 6.1.4: the AI system impact assessment, with lab practice: 14m
- 8Clause 7: support, documented information and transparency21m
Show the other 5 modules
- 9Annex A in operation: lifecycle, data, use and interested parties, with lab practice: 21m
- 10Training data, intellectual property and third-party AI34m
- 11The EU AI Act: risk tiers, operator roles, deployer duties and penalties, with lab practice: 54m
- 12Clauses 8, 9 and 10: operation, audit, management review, improvement and certification24m
- 13Final assessment
Software you need
What to download, where from, what it costs and how to install it. Every link goes to the maker's own site, never a mirror.
Nothing to install
A spreadsheet is enough for the AI system inventory, the risk register and the impact assessment.
Show what to download (1 tool)
Optional
Useful, not needed to finish the course.
- 01Free
LibreOffice
The Document Foundation
- Runs on
- Windows 10 or 11, macOS 11 or newer (Intel or Apple silicon), Linux
- Account
- None needed
- Size
- up to 1.5 GB of disk space on Windows
LibreOffice is free, open-source software under the Mozilla Public License 2.0, for any use including business. Calc is its spreadsheet.
Steps
- 1.Open the LibreOffice download page.
- 2.Check the page has picked your operating system, then select Download.
- 3.Run the installer (administrator rights are needed on Windows).
- 4.Start LibreOffice Calc for spreadsheet work.
- 5.Save as .xlsx if you need to share files with Excel users.
- Choose the latest main version unless your organisation asks for the older, more conservative release.
Official download pagelibreoffice.org
Checked against each maker's own page on 27 September 2026. Trial lengths and editions change; the maker's page is the final word.
Practise in the 3D lab
See what an impact assessment asks about, by running a real fairness check on a model and removing personal data from a ticket export.
- Fairness checkAI Workbench, about 30 minOpen in the lab (opens in a new tab): Fairness check
- Privacy firstAI Workbench, about 25 minOpen in the lab (opens in a new tab): Privacy first
Optional. Skip it whenever you like: it never blocks your progress or your certificate.
Course project, about 14 hours
An ISO/IEC 42001 AI management system for a Coventry weld shop with AI vision and an LLM assistant
Scope, document and internally audit an AI management system for a fabrication plant. The plant inspects welds with a vision model and answers maintenance questions with an LLM assistant. It has also bought or borrowed six more AI tools nobody registered. You deliver the AIMS plan and policy, your own AI system inventory and risk-and-impact register, and the statement of applicability. You also deliver the lifecycle procedure, an internal audit report with classified findings, and the operator-role call for the EU customer. The sample pack shows what each document looks like when a plant hands it to a customer's auditor.
- 8documents in the pack
- 10steps to follow
- 6things to hand in
- 14 hof work, at your pace
- PlanAI Management System Plan: Scope, Policy, Roles and Programme
- RegisterAI System Inventory
- Risk registerAI Risk Assessment (6.1.2) and AI System Impact Assessment (6.1.4) Register
- RegisterStatement of Applicability: Annex A Controls
- ProcedureAI System Lifecycle Procedure: Data, Development, Deployment, Monitoring and Incidents
- ReportInternal Audit Report: AIMS against ISO/IEC 42001 Clauses 4 to 10
The project is optional practice. The certificate needs only the modules and the final assessment.
After the course, your next step
Show what you can do, then keep going in the same field.
A certificate you can verify
Finish the modules and pass the final assessment (15 questions, pass mark 60%) and you can add a certificate with a public verification page. One-off, US$28.99 for you. It is not a vendor credential.
Want a free certificate? Do the matching Free internship: 4 weeks, nothing to buy, with a free certificate of completion.

AI for Project Management
Eight short weeks of using AI for charters, schedules, risks, minutes and status reports, and of knowing where its estimates fall short: notes, diagrams, a few videos and worked exercises. Finish weeks 1 to 4 and the final, then claim a free Internship Completion Certificate with your real dates and study hours, and a QR code anyone can scan to verify it. Training, not employment.
See the internshipMore free courses
Roles that use this skill
- AI engineer
- Machine learning engineer
- Data analyst
- Automation developer
These are the kinds of roles where the skill is used. We make no promise of a job or an interview.
Plain notes
- Free: the whole course, the notes, the practice tasks, the final assessment and support from practising engineers.
- Paid, and optional: the course certificate, and the Engineer-verified internship (the Free internship costs nothing).
- No job promise: the course teaches a skill. It does not place you in a job.
- Lessons by: Dr. David, Privacy & AI Educator, Hemang Doshi, risk3sixty. Independent creators; the lessons stream from their own channels. EDWartens wrote the study plan, notes, practice tasks and assessments.
Dr. David, Privacy & AI Educator · Hemang Doshi · risk3sixty. If you are one of these creators and want a lesson removed or credited differently, write to info@edwartens.com.
Practise what you learn in the free 3D lab
Technical work is judged on what you can do: wiring, commissioning, finding a fault. Doing a task yourself teaches more than watching it a second time, and a lab lets you try it safely before you meet real equipment. It does not replace working on real hardware.
- Practise safely, so a mistake costs nothing.
- The lab checks your work like a site test, so you know when it is right.
- Free, in your browser, with nothing to install.
Why learn with EDWartens
What you get with this course, and what comes after it.
- Free from the first lesson to the final assessment.
- Practice in a free 3D lab in your browser, with nothing to install.
- Video lessons with written notes and a project.
- An optional certificate that anyone can verify online.
- Free internships to keep practising afterwards.
Common questions
Who is the ISO 42001 and AI Governance course for?
It is for quality and internal-audit staff who already run ISO 9001, IATF 16949 or ISO 27001 and are being asked to add AI. It is also for engineers in plants, GCCs and IT services firms who have shipped a model that a customer's auditor now wants to see governed. IT services firms and global technology centres were among the first organisations to gain ISO 42001 certification. They recruit AI governance analysts and AI auditors out of exactly these roles.
Does this make me an AIGP or an ISO 42001 lead auditor?
No, and the page will never say otherwise. The IAPP AI Governance Professional credential and the ISO/IEC 42001 lead implementer and lead auditor qualifications are paid and externally examined. This course is neither of them. The lessons come from AIGP masterclass material and AI governance practitioners, so the knowledge overlaps closely. You finish with an EDWartens Certificate of Completion. Employers who ask for a lead auditor qualification will still ask for it. Classroom training for those qualifications is paid and lasts several days.
What do I need before this course?
No coding and no experience of building AI systems. Time inside any management system helps a great deal, because clauses 4 to 10 will already look familiar. If you have never worked in one, the first two modules build that vocabulary before the clause work starts.
Do I need to buy a copy of ISO/IEC 42001?
Not to complete the course. The modules teach the clause structure and what each clause asks an organisation to produce, using freely available lessons. The standard itself is a copyrighted document sold by ISO and by national standards bodies, and this course does not reproduce its text. Any organisation actually implementing an AIMS should buy a copy.
What are the practice tasks?
Each module ends with a task on a system you can see. Tasks include an AI system inventory and six risk statements scored against your own criteria. You write a one-page clause 6.1.4 impact assessment and a document gap list marked exists, uncontrolled or missing. You reconstruct a lifecycle record backwards. You also make an EU AI Act tier and operator-role call for three systems. If your organisation builds nothing, use a bought-in tool your team already uses, such as a chatbot or a coding copilot.
Is the ISO 42001 and AI Governance course really free?
Yes. Every module, practice task and assessment. You create an account so your progress is saved and the assessments can be marked. The certificate is the only paid item, and only if you want it.
What certificate does the ISO 42001 and AI Governance course give?
An EDWartens Certificate of Completion, issued when you have finished every module and passed the final assessment at 60 per cent, with a verification code anyone can check. It is not a vendor credential, not an accredited certification, and is never described as one.
Who made the video lessons in the ISO 42001 and AI Governance course?
The creators named in the Credits block at the foot of this page, on their own YouTube channels. EDWartens did not make the videos and the creators are not affiliated with EDWartens. What EDWartens wrote is the study plan, the notes, the practice tasks and the assessments.
Do I have to use the lab?
No. The lab is optional practice. You can skip it whenever you like, and it never blocks your progress, the final assessment or your certificate.
Is the lab free?
Yes. Every lab level for this course opens in your browser, free, with nothing to install.
What topics does the ISO 42001 and AI Governance course cover, module by module?
The ISO 42001 and AI Governance course has 13 modules. It opens with "AI governance: principles, trustworthy AI and the NIST AI RMF", goes through "ISO/IEC 42001: the standard and the AI management system", "Clause 6.1.1: planning, risks and opportunities", "Annex A in operation: lifecycle, data, use and interested parties" and "Clauses 8, 9 and 10: operation, audit, management review, improvement and certification" and ends with "Final assessment". The full list with minutes is under "What you learn" on this page.
What can I do after the ISO 42001 and AI Governance course?
After the ISO 42001 and AI Governance course: Scope an AIMS and write an AI policy that top management can sign and staff can follow; Build an AI system inventory that turns up the tools nobody registered; Run the clause 6.1.2 risk assessment against criteria set before any scoring, in both directions of risk. These are the practical outcomes the course is written around, and the final assessment of 15 questions checks them.
What software and hardware do I need for the ISO 42001 and AI Governance course, and does it cost anything?
For the ISO 42001 and AI Governance course, software: None required. A spreadsheet is enough for the AI system inventory, the risk register and the impact assessment. Hardware: none. The course itself is free.
Is the ISO 42001 and AI Governance course suitable for me, and what level is it?
ISO 42001 and AI Governance is rated intermediate. Intermediate. Best if you have worked inside a management system such as ISO 9001, IATF 16949 or ISO 27001, or have shipped an AI system that somebody else now audits. No coding required. It is written for engineers, developers and students applying AI to real work, and takes about 9.2 hours at your own pace.
Which jobs use the skills from the ISO 42001 and AI Governance course?
Skills from the ISO 42001 and AI Governance course (for example: scope an AIMS and write an AI policy that top management can sign and staff can follow) are used in roles such as AI engineer, machine learning engineer, data analyst and automation developer, and in machine learning engineer work. The course gives you practical evidence of the skill; it does not promise a job, and employers decide on experience and interview.
Start free today
ISO 42001 and AI Governance, at your own pace. Add the certificate only if you want one.