Machine Learning API
API/Machine Learning API
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| Name Name of a concept, e.g. a data model concept. In contrast to terms, the name does not depend on a given context, e.g. a country-specific language. | Machine Learning API |
|---|---|
| Short description Informal and short human-readable definition of a concept. | This is an API for using Data Analytics machine learning services. |
| Description Informal and comprehensive human-readable definition of a concept. | Machine Learning API was created to enable end users to access various machine learning models from Data Analytics ML stack, without the need to run the model using programming languages. It provides one endpoints which can be accessed through the API user interface. More details about supported ML models and example payloads can be found in specification of Model/run endpoint.
The API is accessible only with active VPN connection. No further authorization is required. |
| Technical key Defines a unique key by which e.g. data model concepts can be referenced in a technical integration context. These keys are unique in the CDL context. | API_MACHINE_LEARNING
|
| API Documentation | https://reverse-proxy.prod.k8s.production.cdq-cloud-engine.com/machine-learning-api/docs |
| WSDL Download | Not yet supported |
| Invokes ML model(s) | ML Data Mapper Classifier |
API endpoints
This is just a selection of endpoints, most relevant ones from business perspective, without version information or other details. For a complete technical documentation of the endpoints, please go to the technical API documentation.
| Endpoint | Technical Key | Documentation |
|---|---|---|
| Model/run | MACHINE_LEARNING_API_POST_MODEL_RUN | https://reverse-proxy.prod.k8s.production.cdq-cloud-engine.com/machine-learning-api/docs#/default/run prediction model run post |
| Model/{id} | MACHINE_LEARNING_API_GET_MODEL | https://reverse-proxy.prod.k8s.production.cdq-cloud-engine.com/machine-learning-api/docs#/default/poll job model id get |
API feature toggles
No feature flags documented
Use cases
| Use case | Short Description |
|---|---|
| Generate Data Mapping Definition | Automating the process of generating Data Mapping Definition. |