Machine Learning

Machine learning is an important element of artificial intelligence. Machine learning focuses on the ability of a program to develop and progress in a specific task without using explicit instructions, allowing the program to rely on patterns and inference instead. Machine learning allows for a machine or program to develop and create a solution on its own once limitations and standards are set, rather than simply following programing.

BigPanda’s Open Box Machine Learning combines the power of AI with transparency and customization through “explainable AI”. With BigPanda Open Box Machine Learning, the logic is explained to IT Operations teams in plain English. Teams can then edit this logic to add situational and tribal knowledge to strengthen it on their own, without requiring expert data scientists. From there, teams can test and run what-if experiments on real live production data to make sure their changes work as intended, before deploying them, promoting higher trust and adoption of machine learning throughout the organization

The BigPanda Machine Learning Engine runs during alert correlation to suggest patterns that may improve correlation and duing root cause analysis to highlight potential root causes of incidents.

Learn more about how BigPanda uses machine learning in the Algorithmic Correlation here, or in Root Cause Changes here!