In order to keep up with the changing malware landscape, it is important to utilize and adapt new and smarter methods to detect malicious behaviors.
In a talk from Anirudh Kondaveeti for Datascience Central a deep dive is taken into 11 machine learning techniques which you can use for malware detection.
The talk duration is an hour, and for each technique, a step by step explanation is provided.