Responsible AI

Fairness, safety, privacy and the law: building AI people can trust.

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

University of Helsinki's free online course on the ethical questions AI raises: fairness, transparency, accountability and privacy.

University of Helsinki

Google Cloud's short course on what responsible AI means and how Google applies its AI principles.

Google Cloud Skills Boost

Practical lessons on human-centred design, identifying bias, fairness metrics and model cards.

Kaggle

Once the basics are comfortable.

Find weaknesses in LLM applications before attackers do: prompt injection, data leaks and harmful outputs.

DeepLearning.AI and Giskard