Welcome
IPN-Dharma AI Lab
This is an IPN CIC - DHARMA initiative to provide an Artificial Intelligence Laboratory to motivate researchers, professors and students to take advantage of the courses, resources and tools of the main technology platforms of the industry in the areas of Machine Learning, Data Science, Cloud Computing, Artificial Intelligence and Internet of Things with the purpose of generating a practical experience through a learning model between peers and by objectives.
Level 3: Building Solutions
Develop with Azure Digital Twins
Digital Twins is the new wave of innovation that helps unlock advanced scenarios in IoT and beyond, enabling you to evolve from connected assets to connected environments. It is used to help you create digital replicas (models) of entire environments. These environments could be buildings, factories, farms, energy networks, railways, stadiums, and more—even entire cities!
By completing the learning path you will have good understanding of how to model any environment, and bring digital twins to life in a scalable and secure manner, connect assets such as IoT devices and existing business systems, use a robust event system to build dynamic business logic and data processing, and integrate with Azure data, analytics, and AI services to help you track the past and then predict the future.
By completing the learning path you will have good understanding of how to model any environment, and bring digital twins to life in a scalable and secure manner, connect assets such as IoT devices and existing business systems, use a robust event system to build dynamic business logic and data processing, and integrate with Azure data, analytics, and AI services to help you track the past and then predict the future.
Courses in this program
1) Introduction to Azure Digital Twins
This module provides an overview of Azure Digital Twins and describes Microsoft tools, services, and infrastructure. This knowledge can help bring digital twins to life for your organization and customers.
In this module, you will:
In this module, you will:
- Describe how Microsoft defines digital twins, the core concepts, and the building blocks to implement a digital twin solution.
- List customer goals for digital twin applications.
- Discuss the outcomes businesses can achieve through digital twins.
- Understand the value of a digital twin and how it can be used to support business goals in various industry verticals.
Estimated effort 1 hour
English language
2) Build an Azure Digital Twins Graph for a Chocolate Factory Production Line
This module covers the first steps in building an Azure Digital Twins solution. The units cover making an instance of Azure Digital Twins, and learning about, creating, and visualizing, Digital Twins Definition Language (DTDL) models. You will create, validate, graph, and query models for a chocolate factory production line.
In this module, you will:
In this module, you will:
- Create an instance of Azure Digital Twins by using the Azure portal.
- Create digital models for the production line of a chocolate factory.
- Validate the digital models by using a validator sample.
- Create a graph of the models by using an explorer sample.
- Query the graph by using SQL-like queries.
3) Ingest Data into Azure Digital Twins
Learn the different ways to ingest data into Azure Digital Twins.
In this module, you will:
In this module, you will:
- Create an Azure Digital Twins instance.
- Create and instantiate Digital Twins models.
- Create a function app that publishes data into Digital Twins.
- Create an Azure IoT Hub instance that sends telemetry to a function app.
- Use REST APIs for Azure Digital Twins to ingest data into an IoT Hub instance.
- Create an Azure Logic Apps instance that ingests data into IoT Hub.
4) Output from Azure Digital Twins to Downstream Services
In this module, you'll learn about how Azure Digital Twins uses event routes to send data to consumers outside the service. It's the fun part of this learning path. You can finally start to experience the outcome of your hard work in the form of insights, dashboards, visualizations, and more.
In this module, you will:
In this module, you will:
- Build and simulate the chocolate factory twin.
- Create a route and filter for twin update notifications.
- Create and configure an Azure function and send telemetry messages to an event hub.
- Create an Azure Time Series Insights instance and connect it to Azure Digital Twins.
- Visualize and query your data in Time Series Insights.