HPE Ezmeral ML Ops (HJ7H2) - Lab Topology

Lab 1: Initial Access to HPE Ezmeral Container Platform

• Task 1: Initial log-on to HPE Ezmeral Container Platform Management Console
• Task 2: Lab system setup

Lab 2: Setting Up ML Ops Environment

• Task 1: AD Server configuration
• Task 2: Using the AD/LDAP user details configuration
• Task 3: Configuring User Authentication
• Task 4: Verifying External Authentication
• Task 5: Adding External User to HPE Ezmeral Container Platform
• Task 6: Assigning the User as Site Admin

Lab 3: Create Kubernetes Clusters

• Task 1: Initial Kubernetes Cluster creation
• Task 2: Upgrade Kubernetes version

Lab 4: Create the Kubernetes Tenant (AI/ML Project)

• Task: Create and configure the Kubernetes Tenant (AI/ML Project)

Lab 5: Configure External Authentication

• Task: Configure of external user authentication

Lab 6: Set up the Project Repository

• Task: Set up the project repository folders and files

Lab 7: Create the Training cluster

• Task: Create a training cluster for Jupyter notebook

Lab 8: Create the Notebook Cluster

• Task: Create a notebook cluster and access it externally

Lab 9: Train the Income Prediction Model

• Task: Train the model created using notebook

Lab 10: Register New Model

• Task: Register the ML Model

Lab 11: Deploy the Model

• Task: Deploy the ML Model

Lab 12: Inference

• Task: Derive inference from the ML Mode