BigML API Documentation

This is the complete API documentation for connecting to the BigML API using MindCloud's Universal API. If you are new to MindCloud, start with the Introduction to see how one API can sit in front of many different apps.

MindCloud is an integration company that offers one normalized API to access 3,100+ apps from a single place. It cleans up provider-specific quirks, keeps requests and responses consistent, and centralizes authentication so you do not need to manage separate flows for every app. Browse other apps.

Meet BigML: BigML is a machine learning platform for creating datasets, models, and predictions through a REST API and dashboard. Keep reading to get started.

Quickstart

Before you run your first BigML request, you need three things:

1. A MindCloud account — sign in or create an account at MindCloud.
2. A MindCloud API Key — create one in API Keys. Keep it on your server.
3. At least one BigML connection — create or choose one in Connections. Note its connectionId.

Every BigML action uses the same URL pattern:

POST https://connect.mindcloud.co/v2/universal/apps/bigML/actions/{actionSlug}/run

You need a MindCloud API Key and a BigML connection. Then call an action such as List Sources:

curl --request POST \
  --url "https://connect.mindcloud.co/v2/universal/apps/bigML/actions/list-sources/run" \
  --header "Authorization: Bearer $MINDCLOUD_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
  "connectionId": "$CONNECTION_ID",
  "arguments": {}
}'

Every response comes back in the same envelope, with your rows in a data array:

{
  "success": true,
  "data": [
    { "id": "1042", "name": "Ava" }
  ],
  "meta": {}
}

After your first request works, use Shape your requests to control arguments, pagination, filtering, fields, and errors.

Authenticate with a MindCloud API Key plus a connectionId for your BigML account. See BigML API Authentication for the full flow and how to get your connection credentials.

BigML actions

All 24 published actions for this BigML version. Each page documents the endpoint, arguments, and response controls.

• POSTCreate Dataset
• POSTCreate Model
• POSTCreate Prediction
• POSTCreate Source
• GETGet Anomaly
• GETGet Batch Prediction
• GETGet Cluster
• GETGet Dataset
• GETGet Ensemble
• GETGet Evaluation
• GETGet Model
• GETGet Prediction
• GETGet Project
• GETGet Source
• GETList Anomalies
• GETList Batch Predictions
• GETList Clusters
• GETList Datasets
• GETList Ensembles
• GETList Evaluations
• GETList Models
• GETList Predictions
• GETList Projects
• GETList Sources

Related apps

More Artificial Intelligence apps on the Universal API, behind the same REST shape. Or browse all apps.

Google AI StudioPerplexityElevenLabsHeyGenOpenRouterGroqDustNanonets OCR