From a computer’s standpoint, the difficulty in pattern recognition is one of surplus: with an endless variety of patterns, all… (more…)

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…)

Feature Engineering is paramount in building a good predictive model. It’s significant to obtain a deep understanding of the data that is being used for analysis. The characteristics of the selected features are definitive of a good training model. Why is... (more…)

Keynote Talk for Why R? 2020 - https://2020.whyr.pl/ Plan https://2020.whyr.pl/plan/ Register https://2020.whyr.pl/register/... (more…)

We just finished our Lean LaunchPad class at UC Berkeley’s engineering school where many of the teams embedded machine learning technology into their products. It struck me as I watched the teams t…