Artificial Intelligence Specialization

We recommend completing the PyTorch course as it's central to the program. Topics range from deep learning and neural networks to AI's role in public health, climate change, and disaster management.

Covering topics such as statistics, algebra, and advanced math for machine learning, these courses provide the skills necessary for understanding complex algorithms and models. Institutions like Johns Hopkins, Duke, and Imperial College London offer always-available content, with a focus on linear algebra, PCA, multivariate calculus, and more.