Jul 30
The road to ML explainability is foggy…
If you have been around machine learning and/or data science for long enough (2–4 years), you probably have noticed the growing number of papers and events related to eXplainable Artificial…
Nov 15
Why you need to care about Explainable Machine Learning
In our previous blog posts, we presented the idea of Machine Learning (ML) Explainability and why it’s clear that society cares about explainable artificial intelligence. We saw that ML…
Oct 26
How we hire Data Scientists — a 5 step process
Most companies struggle to hire good data scientists. At James we have developed a 5 step process for hiring, which has served us pretty well over the years, and is responsible for bringing together…
Oct 10
Handling Imbalanced Data in Classification Problems
If you have been working on classification problems for some time, there is a very high chance that you already encountered data with imbalanced classes. Imbalanced data is not always a bad thing…
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