Machine Learning Model Training Pipeline
Tutorials that teach this
- Tutorial Use Data Attribute Recommendation to Train a Machine Learning Model
- Tutorial Get Recommendations Based on Users' Browsing History
- 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 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 Service Ticket Intelligence and Postman to Classify Service Requests
- Tutorial Build a House Price Predictor with SAP AI Core
- Tutorial Machine Learning Primer for the SAP Developer
- Tutorial xP&A Operational Workforce Planning - Create Predictive Scenario
- Tutorial Generate Metrics and Compare Models in SAP AI Core
- Tutorial Use Data Attribute Recommendation With Your Own Dataset
- Tutorial Set Up the Metaflow Library for SAP AI Core
Code samples embodying this
Prerequisites
- Concept Preparing and Packaging CSV Data Files for Application Deployment
- Concept ML Model Deployment and Activation
- Concept SAP Analytics Cloud Analytics Designer Story Structure
- Concept Docker Image Build and Publish
- Concept Uploading and Validating Data for Data Attribute Recommendation
- Concept Text Classification with Scikit-Learn (TF-IDF + Naive Bayes)
Concepts that build on this
- Concept SAP Personalized Recommendation Service
- Concept Uploading and Validating Data for Data Attribute Recommendation
- Concept SAP Service Ticket Intelligence
- Concept ML Model Deployment and Activation
- Concept Named Entity Recognition with Pre-trained Models
- Concept Machine Learning Clustering
- Concept Personalized Recommendation Inference Types (Next-Item, Similar-Item, Smart-Search, User-Affinity)
- Concept SAP Conversational AI Training Analytics and Benchmark Testing