BigML

Machine Learning made beautifully simple for everyone

Freemium

Description

BigML offers a consumable, programmable, and scalable Machine Learning platform aimed at making complex ML tasks accessible to a wider audience, including analysts, developers, and scientists. It simplifies the process of transforming data into actionable, interpretable models that can be deployed as remote services or embedded directly into applications for prediction purposes.

The platform supports a wide array of Machine Learning tasks, encompassing Classification, Regression, Time Series Forecasting, Cluster Analysis, Anomaly Detection, Association Discovery, and Topic Modeling. BigML emphasizes automation, collaboration through features like Organizations, and flexibility with options for cloud or private deployments to meet enterprise security and privacy needs. It aims to provide an end-to-end solution, from data handling to model deployment and monitoring.

Key Features

Comprehensive Platform: Supports Classification, Regression, Time Series Forecasting, Clustering, Anomaly Detection, Association Discovery, Topic Modeling.
Interpretable & Exportable Models: Create models that are easy to understand and can be used in various applications.
Automation: Includes WhizzML scripting language and BigML Ops for automating ML workflows.
Collaboration: Features like BigML Organizations enable team-based project work.
Programmable & Repeatable: Offers API access for integration and consistent results.
Flexible Deployments: Available as a cloud service or as private deployments on preferred infrastructure (cloud, ISP, on-premises).
Image Processing: Capabilities for analyzing and processing images.
Security & Privacy: Options for private deployments to meet stringent data requirements.