A - AutoML public preview features

The Databricks AutoML Public Preview parallelizes training over sklearn and xgboost models for classification (binary and multiclass) and regression problems. We support datasets with numerical, categorical and timestamp features and automatically handle one-hot encoding and null imputation. Trained models are sklearn pipelines such that all data preprocessing is wrapped with the model for inference.