This exercise takes you through the process of training a neural network to classify pathology slides from lymph node samples as malignant vs benign, based on the features of the images.
The exercise is accessible here: https://github.com/chris-lovejoy/MLmedics
It was initially designed for the 'Machine Learning for Healthcare' courses we run.
Explanations are contained within the notebook itself, although they are not comprehensive.
I will be writing a a longer-form explanation of this exercise, and others, in the coming weeks. To be notified, sign up here.