Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the archi... (more…)

My dad once told me “a computer is a dumb machine — it does exactly what it is told to do, and nothing more.” — he was right: a computer… (more…)

Can maintaining machine learning in production be easier? I go through some practical tips. (more…)

Case study in R reviewing common concepts regarding how to validate, run and visualize a predictive model on production ranking the most ...

Machine Learning + Libraries: A Report on the State of the Field. A blog post at "The Signal" on 2020-07-22. (more…)