azureml-examples/cli/jobs/pipelines/automl/README.md

799 B

page_type languages products description
sample
azurecli
python
azure-machine-learning
This sample explains how to use AutoML tasks like `Classification` & `Regression` inside pipeline.

AutoML task in pipeline

This sample explains how to

  • use Classification AutoML task to train model to predicate bank marketing inside pipeline.
  • use Regression AutoML task to train model to predicate house pricing inside pipeline.
  • use Forecasting AutoML task to do time series forecasting on nyc energy demand data inside pipeline.

Submit the Pipeline Job with classification task:

az ml job create --file classification-task-bankmarketing-pipeline.yml

Submit the Pipeline Job with regression task:

az ml job create -f regression-task-housepricing-pipeline.yml