Why Kubernetes DevOps challenges Containers Docker containers Deploying images The need for container orchestration What’s K8s? Kubernetes cluster Parts of a Kubernetes cluster on Azure AKS Creating an AKS cluster on Microsoft Azure Connecting to an AKS cluster Running pods Deployments and ReplicaSets Imperative commands Declarative commands Debugging Resources management Exposing services The need for […]
Module 1: Introducing Data Platform Modernization Description In this module, the students will learn the purpose of Data Platform Modernization and they will outline the benefits that data platform modernization can bring to an organization The students will then learn the various stages of a data platform migration projects to understand what is involve in […]
Module 1: Building Globally Distributed Applications with Cosmos DB Description This module describes the benefits and architecture of Cosmos DB Lessons Cosmos DB overview Cosmos DB APIs Provisioning Throughput Partitioning/Sharding Best Practices At the end of this module, the students will be able to describe: Cosmos DB overview Cosmos DB APIs Provisioning Throughput Partitioning/Sharding Best […]
Module 1: Migrate to Azure SQL DB for MySQL & PostgreSQL Description This module describes the benefits and architecture of Azure SQL DB Lessons OSS databases overview Common OSS database workloads Customer challenges in migration Lab Creating source OSS databases Installation of Postgres migration DB server Installation of MySQL migration DB server Backups / data […]
Module 1: Whiteboard Design Session – MLOps Lessons Review the customer case study Design a proof of concept solution Present the solution Module 2: Hands-on lab – MLOps Lessons Creating and evaluating compliance classification models Registering the model Setup New Project in Azure DevOps Setup and Run the Build Pipeline Setup the Release Pipeline Test […]
Module 1: Managing Azure Subscriptions and Resources In this module you will explore Azure monitoring capabilities using Azure alerts, Azure activity logs, and Log Analytics You will learn to query, analyze, and interpret the data viewed in Log Analytics. After completing this module, students will be able to: Managing Azure Subscriptions and Resources Module 2: […]