Hello text data: Train an AutoML text classification model

Use the Vertex AI console to train an AutoML text classification model. After your dataset is created and data is imported, use the Vertex AI console to start model training.

This tutorial has several pages:

1. Setting up your project and environment.

2. Creating a text classification dataset .

3. Training an AutoML text classification model.

4. Deploy model to an endpoint and send a prediction.

5. Cleaning up your project.

Each page assumes that you have already performed the instructions from the previous pages of the tutorial.

Train an AutoML model

1. In the Google Cloud console, go to the Model Registry page.

   Go to the Model Registry page

2. For Region, select us-central1 (Iowa).

3. Select Create to open the Train new model window.

4. In the Train new model window, complete the following steps:

   1. Click Continue.

   2. Click Start training.

Training takes several hours. You will receive an email notification when model training finishes.

What's next

Follow the next page of this tutorial to deploy your trained AutoML model to an endpoint and send documents to the model for prediction.