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@ -30,34 +30,30 @@ Microsoft and the trademarks listed at <https://www.microsoft.com/en-us/legal/in
- [Overview](#overview)
- [Solution architecture](#solution-architecture)
- [Requirements](#requirements)
- [Before the hands-on lab](#before-the-hands-on-lab)
- [Exercise 1: Infrastructure As Code](#exercise-1-authoring-digital-twins-definition-language-dtdl-models)
- [Task 1: Creating a sandbox environment](#task-1-the-components-of-a-model)
- [Task 2: Understanding ARM Templates](#task-2-ontologies-overview)
- [Task 3: Checklist of IaC Best Practices](#task-3-validating-best-practices)
- [Exercise 2: CI/CD](#exercise-2-loading-models-into-azure-digital-twins)
- [Task 1: Understanding Branching Strategy](#task-1-configure-azure-digital-twins-permissions)
- [Task 2: Release Lifecycle Strategy](#task-2-loading-models-using-the-cli)
- [Task 3: CI Pipelines for IaC](#task-3-setup-the-azure-digital-twins-explorer-application)
- [Task 4: CD Pipelines for IaC](#task-4-loading-models-using-the-azure-digital-twins-explorer)
- [Task 5: Checklist of IaC Best Practices](#task-4-loading-models-using-the-azure-digital-twins-explorer)
- [Exercise 3: Exploring Azure Data Services](#exercise-3-creating-digital-twin-instances-to-build-an-environment-knowledge-graph)
- [Before the hands-on lab (20~30 min)](#before-the-hands-on-lab)
- [Exercise 1: Exploring Azure Data Services (30 min) / Entender la casa](#exercise-3-creating-digital-twin-instances-to-build-an-environment-knowledge-graph)
- [Task 1: Azure Data Lake Storage](#task-1-create-digital-twin-instances-using-the-cli)
- [Task 2: Azure Data Factory](#task-2-create-a-digital-twin-instance-using-the-azure-digital-twins-explorer)
- [Task 3: Azure Databricks](#task-3-importing-digital-twin-instances-using-a-spreadsheet)
- [Task 4: Commiting a change to ADF](#task-3-importing-digital-twin-instances-using-a-spreadsheet)
- [Exercise 4: Semantic Versioning of Libraries](#exercise-4-querying-and-visualizing-the-azure-digital-twins-graph)
- [Exercise 2: Infrastructure As Code (30 min)](#exercise-1-authoring-digital-twins-definition-language-dtdl-models)
- [Task 1: Creating a sandbox environment](#task-1-the-components-of-a-model)
- [Task 2: Understanding ARM Templates](#task-2-ontologies-overview)
- [Task 3: Checklist of IaC Best Practices](#task-3-validating-best-practices)
- [Exercise 3: CI/CD (45 min)](#exercise-2-loading-models-into-azure-digital-twins)
- [Task 1: Understanding Repos](#task-1-configure-azure-digital-twins-permissions)
- [Task 2: Understanding Branching Strategy](#task-1-configure-azure-digital-twins-permissions)
- [Task 3: Release Lifecycle Strategy](#task-2-loading-models-using-the-cli)
- [Task 4: CI Pipelines for IaC](#task-3-setup-the-azure-digital-twins-explorer-application)
- [Task 5: CD Pipelines for IaC](#task-4-loading-models-using-the-azure-digital-twins-explorer)
- [Task 6: Checklist of IaC Best Practices](#task-4-loading-models-using-the-azure-digital-twins-explorer)
- [Exercise 4: Semantic Versioning of Libraries (25 min)](#exercise-4-querying-and-visualizing-the-azure-digital-twins-graph)
- [Task 1: Building Data Engineering libraries](#task-1-run-digital-twin-queries-using-the-cli)
- [Task 2: The Git workflow for Data](#task-2-run-digital-twin-queries-using-azure-digital-twins-explorer)
- [Exercise 5: Keeping Azure Digital Twin instances up-to-date](#exercise-5-keeping-azure-digital-twin-instances-up-to-date)
- [Task 1: Manually update the state of a digital twin using the CLI](#task-1-manually-update-the-state-of-a-digital-twin-using-the-cli)
- [Task 2: Manually update the state of a digital twin using the Azure Digital Twins Explorer](#task-2-manually-update-the-state-of-a-digital-twin-using-the-azure-digital-twins-explorer)
- [Task 3: Using a logic application to trigger Azure Digital Twin updates for shipments](#task-3-using-a-logic-application-to-trigger-azure-digital-twin-updates-for-shipments)
- [Task 4: Simulating a real device and updating digital twins via telemetry ingestion](#task-4-simulating-a-real-device-and-updating-digital-twins-via-telemetry-ingestion)
- [Exercise 6: Visualizing incoming data with Azure Time Series Insights](#exercise-6-visualizing-incoming-data-with-azure-time-series-insights)
- [Task 1: Configure security of Time Series Insights](#task-1-configure-security-of-time-series-insights)
- [Task 2: Create a route from Azure Digital Twins for Time Series Insights](#task-2-create-a-route-from-azure-digital-twins-for-time-series-insights)
- [Task 3: View incoming telemetry using Time Series Insights](#task-3-view-incoming-telemetry-using-time-series-insights)
- [Task 3: Commiting a change to the Data Eng Library](#task-3-importing-digital-twin-instances-using-a-spreadsheet)
- [Exercise 5: Unit Testing (20 min)](#exercise-5-keeping-azure-digital-twin-instances-up-to-date)
- [Exercise 6: ML PLatform (optional) (30 min)](#exercise-6-visualizing-incoming-data-with-azure-time-series-insights)
- [After the hands-on lab](#after-the-hands-on-lab)
- [Task 1: Delete resource group](#task-1-delete-resource-group)
<!-- /TOC -->