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.
Pricing Free trial, contact sales
Category data
Difficulty Beginner
Type Web App
Status Active
Algolia
Hosted search and discovery with ultra fast indexing, typo tolerance, vector and keyword hybrid search, analytics and Rules for merchandising across web and apps.
Pricing Free / Usage based
Category data
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in BigML
machine-learningautomldeploymentsgovernancecloud
Shared
api
Only in Algolia
searchvectorhybridmerchandisinganalytics
Key Features
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
Algolia
- • Keyword and vector hybrid search with filters and facets
- • Typo tolerance synonyms and multilingual analysis
- • Rules based merchandising to boost bury and pin results
- • Recommend and AI add ons for re ranking and content discovery
- • Real time analytics for CTR AOV zero results and trends
- • Secure API keys with scopes and rate limiting
Use Cases
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
Algolia
- → Power e commerce search with dynamic facets and re ranking
- → Enable doc search in SaaS with per user keys and scopes
- → Add autocomplete and query suggestions to landing pages
- → Run A B tests on relevance and measure CTR and conversions
- → Detect zero result patterns and create content or synonyms
- → Expose recommendations and related items to raise AOV
Perfect For
BigML
Data scientists, analytics engineers, and ML platform teams who want a standardized GUI plus API approach to build govern and deploy models
Algolia
product engineers search specialists and merchandisers who need fast reliable search ranking control and analytics without running infra
Capabilities
BigML
AutoML and Models Professional
Pipelines with WhizzML Professional
Cloud or Private Enterprise
Versioning and Roles Professional
Algolia
APIs and SDKs Intermediate
Rules and Synonyms Intermediate
AI and Recommend Professional
Analytics and A B Basic
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