BigML

BigML is a comprehensive Machine Learning (ML) platform designed to make ML accessible and easy for everyone, from data scientists to business users. Founded in 2010, its mission is to democratize ML by simplifying complex processes. The platform offers a full lifecycle of ML services, including data preparation, various model building capabilities (supervised learning like classification and regression, unsupervised learning like clustering and anomaly detection, time-series forecasting, and topic modeling), model deployment, and evaluation. Key characteristics include a user-friendly interface for "one-click ML," a proprietary automation language called WhizzML for programmatic ML, and tools like OptiML for hyperparameter optimization. BigML aims to serve a wide range of users, from developers and data scientists to businesses looking to integrate ML without extensive expertise.