Regression
At work recently I gave a 90-minute colloquium talk on regression. We have a monthly series of talks where researchers and data scientists discuss fundamenta...
Recent Posts
The curse of dimensionality and the weak law of large numbers
I was recently re-reading some fantastic course notes by the peerless Terence Tao on basic statistics from a fairly high mathematical standpoint as I wanted ...
Deep learning and the universal approximation theorem
Deep learning, and in particular deep neural networks, is one of the most popular and powerful tools of modern data science. Using analogies from neuroscien...
The 2016 Australian election - New Zealand rules
New Zealand has a significantly different electoral system to Australia, and just had an interesting election with a fairly unexpected result. I thought it m...
Detecting credit card fraud in Python
I have been trying recently to find an example dataset which takes me out of my comfort zone for classification problems a little bit by having a large imbal...