Andrew Maguire of Netdata presents on the confluence of machine learning (ML) and observability. Highlighting its practicality, he delves into diverse ML applications like anomaly detection, alert ranking, and metric clustering. Maguire underscores the importance of human involvement, while discussing the broader themes, challenges, and the evolving landscape of ML within observability.