Class 10: Neural Networks (aka Deep Learning)

Instructor: Lorenzo Rosasco

Description

We go from kernels to neural networks, introduce backpropagation and then go on to discuss autoencoders and convolutional neural networks.

Slides

Slides for this lecture: PDF

Further Reading

• I. Goodfellow, Y. Bengio and A. Courville, Deep Learning book, MIT Press, 2016.