AI Course Check

National Centre for Computing Education

Introduction to Machine Learning and AI

Introduction to Machine Learning and AI is a free course from National Centre for Computing Education, online. It takes about 8 hours.

National Centre for Computing Education doesn't say whether there is a certificate. We rate it intermediate level; the provider doesn't say.

Before you sign up

Suits computer science teachers who want to understand how machine learning works well enough to teach it. What stands out is the hands-on element: training working models with free online tools across about eight hours. The main caveat is that it assumes some understanding of computer science principles and needs a STEM Learning account. A shorter free alternative for non-specialists is the Raspberry Pi Foundation's Introducing AI.

What you'll learn

A free self-paced online course of about eight hours for current or prospective computer science teachers. It covers classification and prediction, supervised and unsupervised learning, neural networks and the ethics of machine learning, with learners training their own models using free online tools. Access lasts a year after booking.

More courses on machine learning and on responsible AI and ethics.

Who it's for

Teachers and educators.

Level: intermediate (our rating). Delivery: online, self-paced.

Prerequisites

This course is for current or prospective teachers of computer science who have some understanding of computer science principles.

Is Introduction to Machine Learning and AI free?

Free.

Certificate: certificate not stated.

Taking this course from the UK

National Centre for Computing Education is a UK provider. We checked this course on its own page on 12 Oct 2026.

It is free to take. We show any paid extras, such as a certificate, as the provider prices them.

None of the UK funding schemes we track pays for this course. See free and funded training by nation for what is funded where you live.

Other UK courses for teachers and educators: AI and Ethics in GCSE computer science (National Centre for Computing Education), AI in primary computing (National Centre for Computing Education), AI literacy for teachers and school leaders (Raspberry Pi Foundation).

See also: free and funded training by nation, AI courses for teachers and educators.

Questions people ask

How much does Introduction to Machine Learning and AI cost?

It's free.

How long does Introduction to Machine Learning and AI take?

About 8 hours, self-paced.

Do I need experience first?

It's an intermediate course (our rating; the provider does not state a level). Prerequisites: This course is for current or prospective teachers of computer science who have some understanding of computer science principles.

When does Introduction to Machine Learning and AI start?

Start any time.

Are National Centre for Computing Education AI courses free?

Yes, every one we list is free or free to learn, including AI and Ethics in GCSE computer science and AI in primary computing.

Alternatives

  • Teaching about AI

    Raspberry Pi Foundation

    Delivery
    Online, self-paced
    Cost
    Free
    Level
    Intermediate (our rating)
    For
    Teachers and educators
    Duration
    Not stated
    Certificate
    Yes

    Start any time

    Free certificateUK
    Verified 12 Oct 2026
  • AI Fluency for Educators

    Anthropic Academy

    Delivery
    Online, self-paced
    Cost
    Free
    Level
    Intermediate (our rating)
    For
    Teachers and educators
    Duration
    Not stated
    Certificate
    Yes

    Start any time

    Free certificate
    Verified 3 Oct 2026
  • Safe and effective use of AI in education

    Chartered College of Teaching

    Delivery
    Online, self-paced
    Cost
    Free
    Level
    Beginner (our rating)
    For
    Teachers and educators
    Duration
    Not stated
    Certificate
    Yes

    Next intake not announced

    Free certificateUK
    Verified 11 Oct 2026

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Machine Learning and Artificial Intelligence in PythonUniversity of Oxford Department for Continuing Education (Oxford Lifelong Learning)Live online£430Intermediate100Academic award
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