AI Education & Learning

A free, self-paced 12-week, 24-lesson AI curriculum from Microsoft covering symbolic AI, neural networks, computer vision, NLP and AI ethics using Pyt...

Google's free, self-paced course teaching machine learning fundamentals through interactive exercises, video and real code, now including large langua...

Harvard University's CS50 course on AI fundamentals in Python, taught by David J. Malan and Brian Yu. Covers search, uncertainty, optimisation, machin...

A three-course Coursera specialization taught by Andrew Ng, covering supervised, advanced and unsupervised machine learning with Python labs.

A free, self-paced deep learning course from fast.ai taught by co-founder Jeremy Howard, covering computer vision, NLP, tabular data and collaborative...

Andrew Ng's non-technical, self-paced Coursera course on AI concepts, project workflow and company AI strategy, in around 7 hours of video.

A free, self-paced MOOC from the University of Helsinki and MinnaLearn teaching non-experts what AI is and, in a second Python-based part, how basic A...

NVIDIA's associate-level exam testing generative AI and large language model fundamentals: 50 questions, 60 minutes, proctored remotely via Certiverse...

A 45-question, 90-minute proctored exam certifying practitioners who can build, deploy and govern generative AI applications on the Databricks platfor...

IBM's 13-course Coursera certificate taking learners from classical machine learning through deep learning to generative AI, LLMs, RAG and LangChain a...

A $99, 90-minute multiple-choice exam from Google Cloud testing business-level understanding of generative AI, aimed at non-technical managers and str...

Google Cloud's exam-based credential for engineers who design, build and productionise ML and generative-AI solutions on Google Cloud (Vertex AI). $20...

Microsoft's fundamentals-level Azure AI certification, earned by passing the AI-901 exam on AI concepts and building AI solutions with Microsoft Found...

AWS's foundational AI/ML certification: a 65-question, 90-minute exam (AIF-C01) validating knowledge of AI, ML and generative AI concepts on AWS.