Develop ML Model
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A structured workflow that transforms data extracted from data-sources into a production-ready machine learning asset and registers it for sharing.
DA-Machine Learning Process
DA-Data Centric Analysis Process
Develop ML Model
Deploy ML Model
Develop ML Model
Train ML Model
Develop ML Model
Register ML Model
Develop ML Model
clean/structured data
Develop ML Model
semantically enriched Training Dataset
Develop ML Model
Domain Specific Ontology
Develop ML Model
ML Model
ML Engineer
Develop ML Model
ML support required?
Develop ML Model
ML Engineer
Develop ML Model
Annotate Training Dataset (with common Semantics)
Develop ML Model
Data Centric Analysis
Develop ML Model
Machine Learning
Develop ML Model