Everyone that has an ear in the tech world has heard of machine learning. It’s known as a highly intellectual and mathematical field of study that is only practiced by the most scholarly programmers… (more…)

Building and understanding ML models is inherently visual. As opposed to classical software engineering, an ML model has no source code to inspect and debug. Instead we use statistics and visualizations to gain insight and inform our decisions. (more…)

As an avid book reader I have a problem on how stores like Amazon recommend me books that are related to the one I’m about to buy, be it in… (more…)

Artificial Intelligence (AI) & Machine Learning have been important in tracing pathogens, and they will be important in the fight against future pandemics. (more…)

(7 Chapters) Gentle introduction to data science and machine learning. We start with a bird's-eye-view of the entire ML workflow and then walk you through exploring your dataset, cleaning it, engineering features, choosing the best ML algorithm, and of co... (more…)