Lecture 1
Introduction to Deep Learning and Neural Networks
Lecture 2
Learning with Neural Networks
Lecture 3
Deeper into Deep Learning and Optimizations
Lecture 4
Convolutional Neural Networks for Computer Vision
Lecture 5
Understanding Convnets Visually and Intuitively
Lecture 6
Structured Prediction with ConvNets
Lecture 7
Language Models and Word Embeddings (C. Monz)
Lecture 8
Recurrent Neural Networks
Lecture 9
Unsupervised, Generative and Adversarial Networks
Lecture 11
Memory Networks for Language Understanding