This app shows how to Operationalize Machine Learning using MLTK to detect malicious domain names. Malware like Botnets use domain generation algorithms (DGAs) to create URLs that host malicious websites or command and control servers. Static matching does not always help, so machine learning models can add value and allow to increase detection rates.