Alibaba PAI

DataFunSummit

Feb 22, 2023 · Artificial Intelligence

AutoML Overview: Hyperparameter Optimization, Automatic Feature Engineering, and Neural Architecture Search on Alibaba PAI

This article introduces AutoML, explaining how it automates data cleaning, feature engineering, model selection, hyper‑parameter optimization, and neural architecture search, and showcases Alibaba PAI's implementations of HPO, AutoFE, and NAS with practical case studies and performance results.