Data Science

Monitoring Machine Learning Accuracy in the Enterprise

Machine learning tools and practices continue to develop at a dizzying pace. The industry has moved on from running Python tools on the data scientist’s local laptop to hosted services from all the major cloud vendors that…

Some Use Cases for “Automating AutoML”

In my last post I discussed why we at Auger believe that AI will eat software. Enterprises will move beyond just solving their biggest…

Comparing open source AutoML tools

Auger vs. H2O vs. TPOT on sample datasets

We often get asked how Auger compares to other AutoML tools. Luckily in these days of open source tools this is possible to do in a way that can be validated and reproduced…