Predictive Modeling and Model Training
Tutorials that teach this
- Tutorial xP&A Operational Workforce Planning - Create Predictive Scenario
- Tutorial AI-driven Process Optimization: Run Machine Learning use cases in SAP Signavio leveraging SAP Build
- Tutorial Ingest Live Data into your House Price Predictor with SAP AI Core
- Tutorial Predictive Analytics Using Application Function Modeler
- Tutorial Build a House Price Predictor with SAP AI Core using VS Code Toolkit
- Tutorial Build a House Price Predictor with SAP AI Core
- Tutorial Explore food using Advanced Analytics in SAP HANA
- Tutorial Use Service Ticket Intelligence and Jupyter Notebook to Get Solution Recommendations
Learning journeys covering this
Prerequisites
- Concept Docker Image Build and Publish
- Concept Machine Learning Classification
- Concept SAP HANA Predictive Analysis Library (PAL)
- Concept SQL JOIN Operations (INNER JOIN)
- Concept Machine Learning
- Concept SQL Querying Fundamentals (SELECT, WHERE, GROUP BY, ORDER BY)
- Concept Jupyter Notebook ML Workflows
- Concept SAP HANA In-Database Machine Learning
- Concept Python for Data Science
- Concept Docker Image Build and Registry Management
Concepts that build on this
- Concept Tabular Foundation Models
- Concept SAP AI Core Model Deployment and Inference
- Concept Permutation Feature Importance for Model Explainability
- Concept Machine Learning Model Deployment
- Concept Tabular AI and Classical AI in ABAP
- Concept Image Classification Model Training
- Concept Machine Learning Inference
- Concept Custom Dataset Schema Definition for ML
- Concept SAP AI Core Metrics Logging
- Concept Time Series Forecasting
- Concept Regression Model Training with Data Attribute Recommendation