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: […]
Module 1: Evaluating and Performing Server Migration to Azure Description This module covers migrating workloads to a new environment, whether it be another datacenter, or to a public cloud, and setting clear goals for the migration Goals include both technology-focused and business-focused goals for migrations, and the benefits to an organization’s business Activities include components […]
Module 1: Selecting Compute and Storage Solutions This module includes the following topics: Azure Architecture Center Cloud design patterns Competing consumers pattern Cache-aside pattern As well as sharding patterns to divide a data store into horizontal partitions, or shards Each shard has the same schema but holds its own distinct subset of the data After […]
Module 1: Creating Web Applications using PaaS Description This module provides and overview of Azure App Service Web Apps for hosting web applications, REST APIs, and a mobile back end Topics include the following: Using shell commands to create an App Service Web App Creating Background Tasks Using Swagger to document an API As well […]
Module 1: Developing Long-Running Tasks and Distributed Transactions Lessons Implementing large-scale, parallel, and high-performance apps using batches HPC using Microsoft Azure Virtual Machines Implementing resilient apps by using queues As well as, implementing code to address application events by using webhooks. Implementing a webhook gives an external resource a URL for an application The external […]