From smart phones, to multi-core CPUs and GPUs, to the world's largest supercomputers, parallel processing is ubiquitous in modern computing. The goal of this course is to provide a deep understanding ...

We now shift from our discussion of simple linear models to neural networks. Neural networks are a class of models that go beyond linear classifiers. Recall that the three main components of a machine ...

Nathan Beckmann and Tianqi Chen. From smart phones, to multi-core CPUs and GPUs, to the world's largest supercomputers, parallel processing is ubiquitous in modern computing. The goal of this course ...