Perpetual ML

Perpetual ML is an all-in-one machine learning suite designed to enhance the efficiency of data processing for businesses. It offers a low-code/no-code platform that enables users to unlock actionable insights from their data in minutes rather than days.

Key features include a built-in generalization algorithm for 100x faster initial training, continual learning capabilities that streamline model updates with new data, and sophisticated conformal prediction algorithms that ensure reliable decision-making.

Perpetual ML supports a variety of machine learning tasks, including tabular classification, regression, time series analysis, and text classification using embeddings. The tool is compatible with modern data warehouses like Snowflake and Databricks, allowing users to leverage existing hardware without needing specialized equipment.