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Upload a labeled dataset to Cloud Storage using a CSV file and connect it to Vertex AI as a Managed Dataset
Inspect uploaded images to ensure there are no errors in your dataset
Review your trained model and evaluate its accuracy
Add to your LinkedIn profile
Only available on desktop
This is a self-paced lab that takes place in the Google Cloud console.
Vertex AI brings together the Google Cloud services for building ML under one, unified UI and API. In Vertex AI, you can now easily train and compare models using AutoML or custom code training and all your models are stored in one central model repository. These models can now be deployed to the same endpoints on Vertex AI. AutoML Vision helps anyone with limited Machine Learning (ML) expertise train high quality image classification models. In this hands-on lab, you will learn how to produce a custom ML model that automatically recognizes damaged car parts. Once you’ve produced your ML model, it’ll be immediately available for use. You can use the UI or the REST API to start generating predictions directly from the Google Cloud Console.
We help millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
Course
Course
Google Cloud
Course
University of Toronto
Course
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Earn a degree from world-class universities - 100% online
Upskill your employees to excel in the digital economy
In Projects, you'll complete an activity or scenario by following a set of instructions in an interactive hands-on environment. Projects are completed in a real cloud environment and within real instances of various products as opposed to a simulation or demo environment.
By purchasing a Project, you'll get everything you need to complete the Project including temporary access to any product required to complete the Project.
Even though Projects are technically available on mobile devices, we highly recommend that you complete Projects on a laptop or desktop only.
Yes, you can download and keep any of your created files from the Project. To do so, please make sure you save any files and work to your device before exiting the product environment.
Projects are not eligible for refunds. See our full refund policy.
Financial aid is not available for Projects.
In rare instances, Projects may be taken down for maintenance or other reasons. If you are experiencing any issues, please contact us.
Auditing is not available for Projects.
At the top of the page, you can view the experience level recommended for this Project.
Yes, everything you need to complete your Project will be available in your browser.