Neuralnetworks

There has been a lot of buzz surrounding neural networks in recent years with achievements made throughout various domains such as computer vision and natural language processing. But what on Earth are they? In these lecture notes and corresponding lectures we will explore, investigate and dissect some of the ideas behind neural networks.

Across many projects I’ve worked with, I’ve noticed some simple and effective steps for training neural networks to reduce frustration. I would recommend to follow these tips and tricks when training deep neural network models.