Because of how my brain works, I have extremely short attention span when watching videos, but I am much better at reading. The current shift towards video-only online courses and tutorials worries me greatly.
The rest of the talks from this workshop were great as well: <a href="https://simons.berkeley.edu/workshops/schedule/3748" rel="nofollow">https://simons.berkeley.edu/workshops/schedule/3748</a>. These are part of a broader program on foundations of machine learning taking place this semester: <a href="https://simons.berkeley.edu/programs/machinelearning2017" rel="nofollow">https://simons.berkeley.edu/programs/machinelearning2017</a>
The first eight minutes were promising. Then a mathematical definiton of how neural networks work follows and I am already lost again when trying to learn about deep learning. It is like trying to learn Postgresql's new JSON features by starting to look at relational calculus first.