Engineering Lessons Learned by Data Scientists | Data Council NYC ’18

ABOUT THE TALK: MalwareScore is a machine learning based antivirus solution included in Endgame’s enterprise security platform. It is fast, lightweight, frequently updated, and has been continually expanded to more and more file types. MalwareScore’s journey from Kaggle competition code built in 2015, to brittle proof of concept, to robust production model running on customer workstations contains many twists and turns. I’ll talk about how a small team of data scientists built the original data pipeline a