Basic Usage
from google.cloud import aiplatform
# Initialise
aiplatform.init(...)
# Create datasets - e.g. tabular
tabular_dataset = aiplatform.TabularDataset.create(...)
# Start training job
custom_job = aiplatform.CustomTrainingJob(...)
automl_tabular_job = aiplatform.AutoMLTabularTrainingJob(...)
model = automl_tabular_job.run(...)
# Deploy a model
endpoint = model.deploy(...)
# Batch prediction
batch_prediction_job = model.batch_predict(...)
# Predict with endpoint
prediction = endpoint.predict(...)
# Clean up
endpoint.undeploy_all()
endpoint.delete()
References