Industrial IoT on Google Cloud
Welcome to the course, Industrial Internet of Things (IoT) on Google Cloud. This course covers the entire Industrial IoT network architecture from sensors and devices to analysis. The course discusses sensors and devices but the focus is on the cloud side. You'll learn about the importance of scaling, device communication, and processing streaming data. The course uses simulated devices in the labs to allow you to concentrate on learning the cloud side of IIoT. The course is a little different than most Google Cloud courses because there is very little video. Most of the learning is done with short readings, quizzes, and labs. This course takes about 11-12 hours of work with 6 of those hours spent in labs. By the end of this course, you’ll be able to:create a streaming data pipeline, to create registries with Cloud IoT Core, topics and subscriptions with Cloud Pub/Sub, store data on Google Cloud Storage, query the data in BigQuery, and gain data insights with Dataprep. You'll learn and practice these skills in the hands-on labs.
What you'll learn
Welcome to the course, Industrial Internet of Things (IoT) on Google Cloud. This course covers the entire Industrial IoT network architecture from sensors and devices to analysis. The course discusses sensors and devices but the focus is on the cloud side. You'll learn about the importance of scaling, device communication, and processing streaming data. The course uses simulated devices in the labs to allow you to concentrate on learning the cloud side of IIoT. The course is a little different than most Google Cloud courses because there is very little video. Most of the learning is done with short readings, quizzes, and labs. This course takes about 11-12 hours of work with 6 of those hours spent in labs. By the end of this course, you’ll be able to:create a streaming data pipeline, to create registries with Cloud IoT Core, topics and subscriptions with Cloud Pub/Sub, store data on Google Cloud Storage, query the data in BigQuery, and gain data insights with Dataprep. You'll learn and practice these skills in the hands-on labs.
Table of contents
- Introduction 1m
- Lesson Introduction 0m
- Functional Advances Drive IoT Adoption 0m
- What is IoT? 1m
- IoT Devices are Connected to the Cloud 0m
- What can be done with IIoT? 0m
- Challenges in IIoT 0m
- Lesson Review 0m
- Lesson Introduction 0m
- IoT Architecture 0m
- Google Cloud IoT Architecture 0m
- Cloud IoT Platform Stages 0m
- Ingest Data 0m
- Process Data 0m
- Analyze data 0m
- Device Management is Scalable with Cloud IoT 0m
- Google Cloud IoT is Secure 0m
- Google Cloud IoT is a Complete Solution 0m
- Introduction 2m
- Introduction to Cloud Pub/Sub 0m
- Cloud Pub/Sub 5m
- Cloud Pub/Sub and IIoT 0m
- Simplify Event Driven Processing with Cloud Pub/Sub 4m
- Preparing for the Pub/Sub Lab 0m
- Lab: Google Cloud Pub/Sub - Console 0m
- Introduction to Google Cloud IoT Core 0m
- Introduction to IoT Cloud Core 3m
- Cloud IoT Core Fully Integrates Your Devices 0m
- Registration Connects Devices to Google IoT Cloud 0m
- Protocol Bridges 0m
- Preparing for Cloud IoT Core Lab 0m
- Lab: Using Cloud IoT Core 0m
- Introduction to Google Cloud Storage 0m
- Google Cloud Storage:Massive Scalability Plus More 5m
- Define Google Cloud Storage Terms 0m
- Storage Classes 0m
- Comparing Storage Classes 0m
- Prepare for the Google Cloud Storage Lab 0m
- Lab: Creating a Cloud Storage Bucket 0m
- Introduction to Dataflow 0m
- Google Cloud Pipelines 0m
- Streaming Analytics with Cloud Functions 0m
- Apache Beam SDK-based Pipelines 0m
- Cloud Dataflow Templates 0m
- Google Provided Templates 0m
- Traditional vs. Templated Job Execution 0m
- Dataflow Lab Preparation 0m
- Lab: Creating a Cloud Dataflow Pipeline 0m
- Introduction 1m
- Introduction to Dataprep 2m
- Introduction to the Dataprep Demo 0m
- An integrated data pipeline 7m
- Dataprep tasks in the data pipeline 0m
- Dataprep 0m
- Flow Structure and Objects 0m
- Dataprep Lab Demo 6m
- Lab: Streaming IoT Data to Dataprep 0m
- Introduction to Google Data Studio 0m
- Introduction to Data Studio 5m
- Connect to your Data 0m
- Connect to your Data 3m
- Visualize your data 0m
- Share Reports and Data 0m
- Share Reports 4m
- Data Studio Lab Introduction 0m
- Lab: Analyzing IoT Data in Data Studio 0m