Vertex AI is a machine learning (ML) platform that lets you train and deploy ML models and AI applications. Vertex AI combines data engineering, data science, and ML engineering workflows, enabling your teams to collaborate using a common toolset. Learn more.

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Resources

Training and tutorials

Try Vertex AI tutorials, courses, and self-paced training from Google Cloud Skills Boost.

Tutorial

Hello image data

If you're new to artificial intelligence (AI), start with image classification on AutoML. This tutorial shows you how to train a model using a pre-prepared dataset and AutoML's codeless interface. After training your model, use this interface to send prediction requests to the model.

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Tutorial

Hello custom training

If you're planning to code your own training app, use this tutorial to see how you can bring your training code to Vertex AI. The tutorial provides a sample app for an image classification model, and leads you through the process of running the app on Vertex AI. After training your model, use a sample web app to send prediction requests to the model.

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Tutorial

Hello structured data

If your data is in a database, a spreadsheet, or some other structured form, use this tutorial to explore and prepare your data on Vertex AI, then train your model. The tutorial provides a dataset that you can experiment with, and shows you how to train a model with the AutoML codeless training service and request predictions using the Google Cloud console.

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Use cases

Explore use cases, reference architectures, whitepapers, best practices, and industry solutions.

Article

Considerations for Sensitive Data within Machine Learning Datasets

Discusses strategies for identifying and protecting sensitive data while training machine learning (ML) models.

security privacy

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Code samples

Dive into coding with examples that demonstrate how to use and connect Google Cloud services.

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Python client library samples

See samples that use the Vertex AI SDK for Python.

Python Vertex AI

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Java client library samples

See samples that use the Vertex AI client library for Java.

Java Vertex AI

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Node.js client library samples

See samples that use the Vertex AI client library for Node.js.

Node.js JavaScript Vertex AI

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Videos