Statements (71)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software_framework
|
| gptkbp:bfsLayer |
4
|
| gptkbp:bfsParent |
gptkb:Microsoft_cloud_services
|
| gptkbp:allows |
Experiment tracking
|
| gptkbp:developed_by |
gptkb:Microsoft
|
| gptkbp:enables |
Model evaluation
Automated machine learning |
| gptkbp:facilitates |
Model deployment
|
| https://www.w3.org/2000/01/rdf-schema#label |
Azure ML Workbench
|
| gptkbp:includes |
Visual interface
|
| gptkbp:integrates_with |
Azure cloud services
|
| gptkbp:is_available_on |
gptkb:operating_system
|
| gptkbp:is_compatible_with |
gptkb:Azure_Dev_Ops
|
| gptkbp:is_designed_for |
Data scientists
Enterprise solutions Machine learning engineers |
| gptkbp:is_part_of |
gptkb:Azure_Machine_Learning_service
Azure ecosystem AI development lifecycle |
| gptkbp:is_used_for |
Data-driven decision making
Anomaly detection Fraud detection Customer segmentation Marketing analytics Transportation logistics Supply chain optimization Social media analytics Time series forecasting Energy consumption forecasting Telecommunications analytics Building machine learning models Manufacturing optimization |
| gptkbp:is_used_in |
Natural language processing
Computer vision Predictive analytics Financial modeling Healthcare analytics Retail analytics |
| gptkbp:offers |
Collaboration features
Scalability options Experiment management Model monitoring Integration with Git Hub |
| gptkbp:provides |
Compute resources
Security features Data visualization tools Collaboration with stakeholders Documentation and tutorials Data preparation tools Model training capabilities Integration with Power BI Access to Azure Marketplace Integration with Azure Data Lake Access to pre-built algorithms Data labeling tools |
| gptkbp:supports |
gptkb:R
gptkb:Library gptkb:Jupyter_notebooks Data governance Docker containers Data transformation Feature engineering Hyperparameter tuning Data ingestion Multi-cloud deployment Real-time inference Interactive data exploration Model retraining Model versioning Batch scoring Custom model development |