machine-learning

Vision transformer properties

12 minute read

Vision transformers are not just a replacement for CNNs and RNNs. They have some interesting properties.

Machine learning, but not understanding

12 minute read

In the expression ‘machine learning’, are the machines actually learning anything? Let’s explore what ‘learning’ means for machine learning, guided by Melani...

Explainability: end-users considerations

4 minute read

If we assume that explaining to the end-users how a machine learning (ML) model makes its predictions increases their trust on that model, the question is th...

Would you trust AI to do [X]?

7 minute read

Exploring ‘robustness’ as a factor to trust AI products, with examples of how difficult it is to create robust AI products.

Bias in data science and machine learning

7 minute read

Of all the problems that may crop up in the machine learning lifecycle (acquire data, train a model, test the model, deploy, and monitor), biased data is the...