Teaching yourself deep learning is a long and arduous process. You need a strong background in linear algebra and calculus, good Python programming skills, and a solid grasp of data science ...

Prior knowledge needed: Calculus, Linear algebra, Python; Learning Outcomes Explain what multilayer perceptrons, convolutional neural networks and recurrent neural networks are and how they work.

The recently published book Understanding Deep Learning by [Simon J. D. Prince] is notable not only for focusing primarily on the concepts behind Deep Learning — which should make it highly a… ...