Courses

[intermediate] Natural Language Processing using Deep Learning

[introductory/intermediate] Foundations of Differentially Private Learning

[advanced] Deep Learning: Theoretical Observations

[intermediate/advanced] Information Theory for Deep Learning

[intermediate] AI and ML Applications in Finance and Retail

[intermediate/advanced] Deep Learning: A Statistical Viewpoint

[introductory/intermediate] Graph Representation Learning

[intermediate/advanced] Self-supervised Learning of Visual Representations for Recognition and Interaction

[intermediate] Deep Learning for Biotechnology

[intermediate/advanced] Learning from Class Imbalances