SAP HANA PAL
Native in-database machine learning
SAP HANA PAL
The SAP HANA Predictive Analytics Library is an ML library for SAP HANA that contains algorithms developed and optimized for parallel in-memory processing.
Our expertise
YOUR ADVANTAGE
Benefit from our consultants' many years of SAP HANA experience and in-depth data science knowledge:
- Development of simple and fast ML scenarios in SAP HANA
- Fast and parallel processing of data thanks to SAP HANA In-Memory Performance
The most important features of SAP HANA PAL
- Scenarios such as classifications, regressions or time series analyses are addressed
- Over 90 ML algorithms are available
- Parallel in-memory processing and real-time stream analytics are supported
- Automated cross validation and hyperparameter selection are offered for models
- Algorithms can be easily integrated into applications
- Suitable for both data scientists and developers
- Has a user-friendly SQL interface
- Provides Python and R client APIs that allow coding in Python or R while the data resides in HANA and is processed remotely
Predictive analysis algorithms
The SAP HANA PAL includes numerous predictive analysis algorithms from the following ten data mining categories:
- Classification
- Regression
- Time series forecasting
- Cluster analysis
- Association analysis
- Outlier detection
- Recommender system
- Link prediction
Benefit from
SAP HANA PAL
- Simple and fast development of ML scenarios in SAP HANA
- Fast and parallel processing of data thanks to SAP HANA In-Memory Performance
Kay Rohweder
Senior Manager
SAP Information Management
kay.rohweder@isr.de
+49 (0) 151 422 05 242