Industry Perspective: Tree-Based Models vs Deep Learning for Tabular Data
Tree-based models aren't just highly performant - they offer a host of other advantages
4 Pandas Anti-Patterns to Avoid and How to Fix Them
pandas is a powerful data analysis library with a rich API that offers multiple ways to perform any given data
Supervised Clustering: How to Use SHAP Values for Better Cluster Analysis
Cluster analysis is a popular method for identifying subgroups within a population, but the results are often challenging to interpret
Utility vs Understanding: the State of Machine Learning Entering 2022
The empirical utility of some fields of machine learning has rapidly outpaced our understanding of the underlying theory: the models
Explaining Machine Learning Models: A Non-Technical Guide to Interpreting SHAP Analyses
With interpretability becoming an increasingly important requirement for machine learning projects, there's a growing need for the complex outputs of techniques such as SHAP to be communicated to non-technical stakeholders.
Could Vaccinating Young People Before Old People Save More Lives?
Vaccines are tackling the COVID-19 pandemic in two ways: reducing the severity of infections, and preventing their transmission. Both
Scottish People Are More Inclined to Skip the Gym and Watch the Footy Than English People
England and Scotland's much-anticipated clash in the Euro 2020 group stages culminated in a lacklustre 0-0
