September 10, 2019

Introductory coding exercise

Introductory coding exercise

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:

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.