Lecture: ShannonCovers the basics of information theory, focusing on Shannon's setting and channel transmission.
Deep Learning Modus OperandiExplores the benefits of deeper networks in deep learning and the importance of over-parameterization and generalization.
Machine Learning BiasesCovers the basics of machine learning, challenges in deployment, adversarial attacks, and privacy concerns.