MLOps Demo for time series analysis Use cases Pipeline Build & Release Status Value at Risk MLOps System Design on Azure Contribution Follow below table to create cluster Cluster properties Description Configuration settings Cluster mode depending upon requirement Standard Runtime version depending on workload requirements (standard or ML) If choosing ML, make sure to use 10.4 LTS ML (includes Apache Spark 3.2.1, Scala 2.12) Naming convention make sure to include ml in convention if choosing runtime type ML mlops-demo-ml-jd for (Name : John Doe) Worker type Depending upon requirement Standard_DS3_v2 with min=1 and max=4 workers nodes Advanced options For user-level data access Enable credential passthrough