PAI (Platform for AI)

Platform for AI (PAI) is Alibaba Cloud's flagship machine learning platform designed to streamline the entire AI development lifecycle. PAI offers a comprehensive suite of tools including PAI-Studio for visual model development, PAI-DSW (Data Science Workshop) for interactive development environments, and PAI-EAS for model serving and deployment. The platform supports various machine learning frameworks like TensorFlow, PyTorch, and XGBoost, enabling data scientists and developers to build, train, and deploy models at scale. PAI features AutoML capabilities for automated model selection and hyperparameter tuning, making AI accessible to users with varying technical expertise. The platform also includes robust MLOps features for model versioning, monitoring, and lifecycle management, ensuring reliable production deployments.