BigML

BigML: Machine Learning Platform

BigML is a machine learning platform that allows users to build and deploy machine learning models without coding. It has an intuitive visual interface for data exploration, preprocessing, model building, evaluation, and deployment. BigML makes machine learning accessible to non-technical users.

What is BigML?

BigML is a cloud-based machine learning platform designed to make machine learning accessible to all users, regardless of their technical background. The platform provides a user-friendly graphical interface that guides users through all the steps of the machine learning workflow - from data uploading and exploration to model building, evaluation, and production deployment.

Some key capabilities and benefits of BigML include:

• No-code environment - BigML allows users to build, train, and deploy machine learning models visually, without writing any code. This makes the platform accessible to non-technical domain experts.
• Automated machine learning - BigML automatically tests different algorithms and parameters to determine the best model for your data. This automates much of the tedious model building process.
• Over 35 algorithms - BigML supports classification, regression, clustering, anomaly detection, association discovery, and more with a catalog of over 35 machine learning algorithms.
• Model interpretabilty - BigML provides model visualizations and insights that explain what factors drive your model's predictions. This helps build trust in the model.
• Collaboration - Teams can collaborate through shared projects, discussions, and model galleries in BigML.
• Web APIs and integration - Developers can integrate BigML models into apps and systems through the platform's API.
• On-premise deployment - For enhanced security, BigML Enterprise allows deploying the platform in a private cloud infrastructure.

With its end-to-end machine learning workflow automation and no-code interface, BigML makes advanced AI accessible for both expert data scientists and business users without an analytics background.

BigML Features

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