Ref: https://www.udemy.com/course/aws-certified-machine-learning-engineer-associate-mla-c01/learn/lecture/45320481

• Summary
• Contents:

Amazon Lookout - Key Concepts

• 🔧 Anomaly detection service
• Detectors monitor datasets to find anomalies:
  • Dimensions = features that influence the measure
  • Measure = what you're optimizing
• Specialized versions
  1. Amazon Lookout for Metrics
     • Default version, monitors metrics
     • e.g. detect unusual variances in business performance, ad campaigns…
  2. Amazon Lookout for Equipment
     • Integration with equipment sensors for predictive maintenance
     • e.g. escalators that might need maintenance soon
  3. Amazon Lookout for Vision
     • Automate quality inspection with CV
     • e.g. a security camera is starting to malfunction