AIOps used to stop at a smarter alarm. The technical chain from ingestion to anomaly detection to autonomous remediation, and the boundary discipline that makes self-healing safe.
Most of your alerts are noise because the threshold is static. How learned baselines and anomaly detection cut the noise, and the tuning period that is the honest catch.
Everything the CIS-EM exam actually tests: the event pipeline, message key deduplication, CI binding, alert correlation, and service health, with a six week plan and PDI labs.