Alteryx
Analytics automation platform that blends and preps data, builds code free and code friendly workflows, and deploys predictive models with governed sharing at scale.
BigML
End to end machine learning platform with GUI and REST API that covers data prep modeling evaluation deployment and governance for cloud or on premises use.
Feature Tags Comparison
Only in Alteryx
Shared
Only in BigML
Key Features
Alteryx
- • Code free prep join and transform with hundreds of tools
- • Python and R integration plus built in predictive models
- • Reusable macros and analytic apps for parameterized flows
- • Schedule share and govern results across teams
- • Connectors for files databases apps and cloud warehouses
- • Run on desktop or in cloud with elastic compute
BigML
- • GUI and REST API for the full ML lifecycle with reproducible resources
- • AutoML and ensembles
- • Time series anomaly detection clustering and topic modeling
- • WhizzML to script and share pipelines
- • Versioned immutable resources
- • Organizations with roles projects and dashboards
Use Cases
Alteryx
- → Automate monthly reporting with governed workflows
- → Blend CRM and finance data to reconcile KPIs
- → Build churn or propensity models without heavy coding
- → Publish repeatable apps for business user inputs
- → Move spreadsheet processes into auditable pipelines
- → Upskill analysts using drag and drop plus Python R
BigML
- → Stand up a governed ML workflow
- → Automate repeatable training and evaluation with WhizzML
- → Detect anomalies for risk monitoring
- → Forecast demand with time series
- → Cluster customers and products
- → Embed predictions through the REST API
Perfect For
Alteryx
analytics leaders ops teams and data engineers who want governed repeatable workflows and predictive modeling without brittle scripts
BigML
Data scientists, analytics engineers, and ML platform teams who want a standardized GUI plus API approach to build govern and deploy models
Capabilities
Alteryx
BigML
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