Machine Learning Model Training
Tutorials that teach this
- Tutorial Use a Sales Order Completion (SOC) Dataset Schema to Upload Training Data to Data Attribute Recommendation
- Tutorial Consume the SDK for Data Attribute Recommendation using the AI API from SAP AI Core
- Tutorial Use Service Ticket Intelligence and Postman to Get Solution Recommendations
- Tutorial Use Service Ticket Intelligence and Jupyter Notebook to Get Solution Recommendations
- Tutorial Use a Regression Dataset Schema to Upload Training Data to Data Attribute Recommendation
- Tutorial Use the Sales Order Completion (SOC) Business Blueprint to Train a Machine Learning Model
- Tutorial Use Your Own Data to Train a Machine Learning Model and Get Recommendations Based on Users' Browsing History
- Tutorial Create Dataset and Upload Training Data
- Tutorial Upload Data to Data Attribute Recommendation
- Tutorial Use Service Ticket Intelligence and Jupyter Notebook to generate Clusters and Keywords in Service Requests
- Tutorial Use the Invoice Object Recommendation (IOR) Business Blueprint to Train a Machine Learning Model
- Tutorial Use Data Attribute Recommendation to Train a Machine Learning Model
- Tutorial Use an Invoice Object Recommendation (IOR) Dataset Schema to Upload Training Data to Data Attribute Recommendation
Discovery missions teaching this
Prerequisites
- Concept Data Pipeline Configuration and Deployment
- Concept Swagger UI API Interaction
- Concept SAP BTP Service Instance and Service Key Creation
- Concept Python for Data Science
- Concept OAuth Access Token Retrieval
- Concept Custom Entity Extraction
- Concept SAP Data Attribute Recommendation Service
- Concept Service Key Integration
- Concept Machine Learning Classification
- Concept Unstructured and Semi-Structured Data Handling
Concepts that build on this
- Concept SAP HANA In-Database Machine Learning
- Concept Custom Dataset Schema Definition for ML
- Concept Apple Create ML Tool
- Concept SAP AI Core Metrics Logging
- Concept ML Prediction Endpoint Creation
- Concept Permutation Feature Importance for Model Explainability
- Concept Text Classification with Scikit-Learn
- Concept Image Classification Model Training
- Concept Machine Learning Model Deployment
- Concept SAP Data Attribute Recommendation Service
- Concept ML Model Deployment and Activation
- Concept Named Entity Recognition (NER) with Pre-trained Models
- Concept CSV Sample Data Loading
- Concept SAP Personalized Recommendation Service
- Concept SAP AI Core Model Deployment and Inference
- Concept Service Ticket Intelligence
- Concept Machine Learning Inference
- Concept Async Job Polling Pattern (POST/GET background job)
- Concept Text Clustering and Keyword Extraction