This video sequence tracks the lecture sequence in course 313 from the End to End Machine Learning School, How Neural Networks Work.
https://end-to-end-machine-learning.teachable.com/p/how-deep-neural-networks-work/
Overview
Syllabus
How Deep Neural Networks Work.
What do neural networks learn?.
How Convolutional Neural Networks work.
Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM).
How Backpropagation Works.
Deep Learning Demystified.
Getting closer to human intelligence through robotics.
How convolutional neural networks work, in depth.
Batch normalization.
Taught by
Brandon Rohrer
