Katherine A. Heller, Department of Statistical Science, Duke University
Title: Introduction to Machine Learning
Video
Hugo Larochelle, Google
Title: Neural Networks I
Video
David Duvenaud, Department of Computer Science, University of Toronto
Title: Autodiff
Video
Hugo Larochelle, Google
Title: Neural Networks II
Video
Jonathon Shlens, Google
Title: Introduction to Convolutional Neural Networks (CNNs)
Video
Sanja Fidler, Department of Computer Science, University of Toronto
Title: Advanced Deep Vision
Video
Balázs Kégl, Laboratoire de l Accélérateur Linéaire, University of Paris-Sud 11
Title: RAMP (Practical session)
Video
David Duvenaud, Department of Computer Science, University of Toronto
Title: Generative Models I
Video
Been Kim, Google
Title: Interpretability
Video
Sanjeev Arora, Department of Computer Science, Princeton University
Title: Theory
Video
Jimmy Ba, Department of Computer Science, University of Toronto
Title: Optimization I
Video
Jorge Nocedal, Robert R. McCormick School of Engineering and Applied Science, Northwestern University
Title: Optimization II
Video
Yoshua Bengio, Department of Computer Science and Operations Research, University of Montreal
Title: Recurrent Neural Networks (RNNs)
Video
Graham Neubig, Language Technologies Institute, Carnegie Mellon University
Title: Language Understanding
Video
Jamie Kiros, Department of Computer Science, University of Toronto
Title: Multimodal Learning
Video
Blake Aaron Richards, Centre for the Neurobiology of Stress (CNS), University of Toronto Scarborough
Title: Computational Neuroscience
Video
Andrew Gordon Wilson, Department of Computer Science, Cornell University
Title: Bayesian Neural Nets
Video
Sageev Oore, Vector Institute
Title: Deep Learning and Music
Video