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DV-ECT315.AJ1
ECT315: Industrial IoT
Self-paced · 1 year access
17 Hands-On LiveLabs
Practice real IT tasks in guided environments.
- Real environments
- Auto-graded
- No installation
01 / Lessons & labs
See exactly what you will learn and practice
Lessons
19 Interactive Lessons · 95 topics01 Introduction to Industrial IoT 5 topics +
- IoT background
- IoT use cases
- IoT key technologies
- What is the IIoT?
- Summary
02 Understanding The Industrial Process 3 topics +
- The industrial process
- The CIM pyramid
- Summary
03 Understanding The Industrial Devices 2 topics · 1 LiveLab +
- The IIoT data flow
- Summary
1 LiveLab in this lesson — see the labs panel →
04 Industrial Data Flow and Devices 8 topics +
- The IIoT data flow in the factory
- Measurements and the actuator chain
- Controllers
- Industrial protocols
- Supervisory control and data acquisition (SCADA)
- Historian
- ERP and MES
- Summary
05 Implementing the Industrial IoT Data Flow 8 topics +
- Discovering OPC
- Understanding the IIoT edge
- The edge architecture
- Edge implementations
- Edge internet protocols
- Implementing the IIoT data flow
- Edge deployment and data flow scenarios
- Summary
06 Applying Cybersecurity 4 topics · 3 LiveLab +
- What is a DiD strategy?
- Common control-network-segregation architectures
- Securing the IIoT data flow
- Summary
3 LiveLab in this lesson — see the labs panel →
07 Developing Industrial IoT and Architecture 9 topics · 1 LiveLab +
- Introduction to the IIoT platform and architectures
- Microservice, containers, and serverless computing
- The standard IIoT flow
- Understanding the time-series technologies
- Asset registry
- Data processing and the analytics platform
- Hands-on with InfluxDB, Node-RED, and OPC UA
- Using Docker Compose and Docker Build
- Summary
1 LiveLab in this lesson — see the labs panel →
08 Implementing a Custom Industrial IoT Platform, Part I 5 topics · 1 LiveLab +
- An open source platform in practice
- Mosquitto as a data gateway
- Storing time-series data on InfluxDB
- Connecting InfluxDb and MQTT Data Broker
- Summary
1 LiveLab in this lesson — see the labs panel →
09 Implementing a Custom Industrial IoT Platform, Part II 9 topics · 1 LiveLab +
- Starting and testing the data flow
- Visualizing data using Grafana
- Developing our batch analytics with Airflow
- Developing our online analytics with Airflow
- What’s still missing here?
- Building an asset registry to store asset information
- Pros and cons of the proposed platform
- Other technologies
- Summary
1 LiveLab in this lesson — see the labs panel →
10 Building an AWS Industrial IoT Solution 3 topics +
- Why do we use commercial IIoT platforms?
- IoT Core
- Summary
11 Implementing an Industrial IOT Data Flow with AWS 5 topics · 1 LiveLab +
- Architecture of the exercise
- AWS IoT Analytics
- Storing data
- Visualization
- Summary
1 LiveLab in this lesson — see the labs panel →
12 Performing a Practical Industrial IoT Solution with Azure 5 topics · 2 LiveLab +
- Azure IoT ecosystem
- Registering for Azure IoT
- Azure IoT Hub
- Showing messages sent through Service Bus
- Summary
2 LiveLab in this lesson — see the labs panel →
13 Implementing an Industrial IoT Data Flow with Azure 5 topics · 1 LiveLab +
- Architecture of the proposed exercise
- Setting the data flow
- Building visualizations
- Comparing the platforms
- Summary
1 LiveLab in this lesson — see the labs panel →
14 Performing Diagnostic, Maintenance, and Predictive Analytics, Part I 4 topics · 1 LiveLab +
- IIoT analytics
- The different classes of analytics
- IIoT analytics technologies
- Summary
1 LiveLab in this lesson — see the labs panel →
15 Performing Diagnostic, Maintenance, and Predictive Analytics, Part II 6 topics · 2 LiveLab +
- Building IIoT analytics
- Understanding the role of the infrastructure
- Deploying analytics
- OSA
- Analytics in practice
- Summary
2 LiveLab in this lesson — see the labs panel →
16 Implementing a Digital Twin – Advanced Analytics 6 topics +
- Digital twins
- AI and IoT
- Developing a digital twin
- Platforms for digital twins
- Other kinds of IIoT data
- Summary
17 Deploying an Analytics Model 3 topics · 2 LiveLab +
- Understanding model-as-a-service
- Developing our first MaaS with MLflow
- Summary
2 LiveLab in this lesson — see the labs panel →
18 Deploying an Analytics Model, Part II 4 topics · 1 LiveLab +
- Working with the Azure ML service
- Implementing analytics on Amazon SageMaker
- Understanding GCP and multi-cloud solutions
- Summary
1 LiveLab in this lesson — see the labs panel →
19 Module 7 1 topics +
- Quiz
Hands-On Labs Our edge
17 LiveLabs- Attaching a Microcontroller Development Board to the CPU Using USB Cables
- Conducting a DoS Attack Using a SYN Flood
- Identifying Virus Threats
- The Edge
- Exploiting a Website Using SQL Injection
- Installing Components on the Breadboard
- Exploiting LDAP-based Authentication
- Searching Vulnerability Using Metasploit
- Attacking a Website Using XSS Injection
- Azure IoT Ecosystem
- Getting TCP Settings
- Getting UDP Settings
- Performing a DDoS Attack Using cmd
- Anomaly Detection in Practice
- Performing ARP Spoofing
- Defending against IP Spoofing
- Developing Wind Turbine Digital Twins with Azure ML
Labs run in your browser — nothing to install.
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- 1 year of full access
- 17 LiveLab included
- Certificate of completion
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