Guided Analytics - Building Apps for Automated ML by Paolo Tamagnini & Kathrin Melcher #ODSC_India

In recent years, a wealth of tools has appeared that automate the machine learning cycle inside a black box. We take a different stance. Automation should not result in black boxes, hiding the interesting pieces from everyone. Modern data science should allow automation and interaction to be combined flexibly into a more transparent solution. In some specific cases, if the analysis scenario is well defined, then full automation might make sense. However, more often than not, these scenarios are not that we