In this article, I clarify the various roles of the data scientist, and how data science compares and overlaps with related fields such as machine learning, de…...

This post will be about helping you understand the basics of the main machine learning task : classification. More specifically, we are going to scratch the surface of linear classification and quickly address non linear classification. I assume some basi... (more…)

In this tutorial, we deploy a machine-learning model entirely in the cloud! We deploy the model in a cloud-hosted Deepnote notebook, and use Anvil’s Uplink put a web front end on it so anyone can use it. Deepnote is a new, slick data science not... (more…)

Training machine learning models requires feeding input data for models to ingest. Input pipelines for machine learning jobs are often challenging to implement efficiently as they require reading large volumes of data, applying complex transformations, an... (more…)

Or how to shoot yourself in the foot with a bazooka. (more…)