DeepLearning.AI
academy · US
Andrew Ng's course provider. "AI for Everyone" is the best-known non-technical introductory course and largely shares its aim with this compass's beginner level.
REVIEWED
AI for Everyone
Andrew Ng's non-technical introductory course. Around six hours, well suited to managers.
For leaders without a technical background who have to decide rather than build.
Deep Learning Specialization
Five courses from the basics of neural networks to sequence models. Thorough, with programming exercises, and in places older than current practice.
For anyone who can program and wants to work through the field completely.
Machine Learning Specialization
Andrew Ng's course in its reworked form. Regression, classification, neural networks and the mistakes that actually happen in practice. The maths is included.
Free to audit; the certificate costs. If you only want to understand it, you do not need one.
Short courses on AI tooling
Units of around an hour on prompting, retrieval over your own documents, agents and evaluation. Free, and close to what is actually being deployed.
For practitioners with a specific question; a unit takes about an hour.