CONNECTING THE DOTS.
HOW MACHINE LEARNING FINDS INSIGHTS ACROSS SILOS.
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IT still operates in silos. Machine learning allows you to see the whole view and it even enables effective causal analysis. Discover:
- Correlation is not Causation!
The fact that some events happen at the same time isn't enough to understand causality. For this we need to establish cause and effect relationship. - Use Changes as a Correlation Anchor
Most incidents start with a change, so changes are a natural source for correlation. Leverage this as an anchor for easier and more accurate correlation. - Causal Analysis Helps Identify Root Cause
Discover how to leverage causal analysis to understand exactly why there is a problem in your system. Belief network and Bayesian network reasoning can pinpoint to root cause.
