Not enough is being said about the increasingly common transition from doing a PhD in machine learning to machine learning engineering (or data scientist) in the industry. A good PhD education primarily trains one to conduct scientific research. (more…)

An overview of the 8 components of any machine learning solution. Orchestration, feature engineering, training, prediction ... (more…)

Learn how to build and deploy a machine learning application from scratch. An end-to-end tutorial on data scraping, modeling and deployment... (more…)

It is especially tricky to identify software problems in the kinds of distributed applications typically deployed in k8s environments. (more…)

What do you want to predict, and do you have the data? (more…)