Explainability for Cloud Deployments: Applying Explainability in CloudOps

CloudOps architects need to explain how their often complex multi-cloud deployment solutions work to a wide variety of audiences – not an easy feat but one youll learn to overcome in this course.<<Youll start by defining the concept of interpretability and explainability in CloudOps. Youll then outline how to build explainability into a CloudOps workflow investigating the core explainability principles and benefits along the way. Youll examine the explainability decision tree used to derive a value stream from an existing CloudOps implementation the algorithms used to explain CloudOps practices and the governance strategy for deploying explainable cloud applications in multi-cloud environments. Youll examine the challenges and opportunities of explainable AI in CloudOps and identify the key applied intelligence features to derive AIOps solutions. Youll end this course by creating a basic explainability workflow using New Relic.