ML Model Training and Deployment
Tutorials that teach this
- Tutorial Consume the SDK for Data Attribute Recommendation using the AI API from SAP AI Core
- Tutorial Use the Regression Model Template to Train a Machine Learning Model
- Tutorial Deploy a Movie Recommendation System to AI Core Using Template Generator
- Tutorial Deploy Model and Get Prediction Results
- Tutorial Make Predictions for House Prices with SAP AI Core
Docs explaining this concept
Discovery missions teaching this
Prerequisites
- Concept Git Repository Sync with SAP AI Core Applications
- Concept OAuth2 Client Credentials Token Retrieval
- Concept Using OAuth2 Bearer Token for Swagger UI Authorization
- Concept OAuth2 Access Token Usage
- Concept Defining a Custom Dataset Schema for Data Attribute Recommendation
- Concept Using Free Service Plans on SAP BTP
- Concept SAP AI Services on BTP
- Concept Uploading and Validating Data for Data Attribute Recommendation
- Concept Submitting and Monitoring a Training Job in Business Entity Recognition
- Concept Training a Machine Learning Model
- Concept ML Training Lifecycle
- Concept Creating a Dataset for Business Entity Recognition
- Concept Authorizing and Using Swagger UI for API Consumption
Concepts that build on this
- Concept Submitting and Retrieving NER Inference Jobs via REST API
- Concept Creating Configurations and Deployments in SAP AI Core
- Concept Sending Inference Requests to Data Attribute Recommendation
- Concept Personalized Recommendation Inference Types (Next-Item, Similar-Item, Smart-Search, User-Affinity)