It's certainly useful to know the fundamental ideas and the math behind deep learning, but in many cases, you rarely need a lot of math to build a machine learning model. In this video, we are going to focus on practical information and go through a basic recipe for machine learning.
Earlier videos:
https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07
References and further reading:
Deep Learning by Ian Goodfellow:
http://www.deeplearningbook.org/
#deeplearning #machinelearning
