AI & Data Science

AI ethics & safety

5 free resources, hand-picked and sorted so you can find the right fit for your level and time.

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5 resources

A Website Multiple contributors (Global AI Ethics Consortium) · TUM Institute for Ethics in AI / NYU Tandon / The GovLab / UNESCO

AI Ethics: Global Perspectives

A free collection of video modules from global experts exploring the ethical implications of data and AI. Intermediate No prerequisites View E Website Bernd Carsten Stahl, Doris Schroeder, Rowena Rodrigues · Springer (SpringerBriefs in Research and Innovation Governance)

Ethics of Artificial Intelligence: Case Studies and Options for Addressing Ethical Challenges

An open-access book presenting real-life AI ethics case studies with commentary and strategies for addressing them. Beginner No prerequisites View I Website Alexis Cook, Var Shankar · Kaggle Learn

Intro to AI Ethics

A free hands-on Kaggle course exploring practical tools to guide the moral design of AI systems. Beginner 2 – 10 hrs Exercises Certificate Free to access View YouTube Zeynep Tufekci · TED

Machine Intelligence Makes Human Morals More Important

A TED talk on why intelligent machines fail unpredictably and why human ethics matter more than ever. Beginner Under 30 min No prerequisites View S Website Gabor Csapo, Jihyun Kim, Miha Klasinc, Alia ElKattan · survivalofthebestfit.com (NYU / Mozilla Foundation)

Survival of the Best Fit

A free interactive browser game that teaches algorithmic bias through the lens of an AI hiring tool. Absolute beginner Under 30 min Exercises No prerequisites View
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