SAP Predictive Analytics

Powerful Predictive Analytics solution enables you to make better predictions faster, organize machine learning on the scale you need, automate the life cycle of your models, and access prediction results at all points of interaction — in business processes and applications.

Based on Data Mining approach — identifying hidden patterns or relationships between variables in large amounts of raw data.

Designed to identify patterns in data, build descriptive and predictive models and integrate into workflows.

Focused on the digital enterprise creation, it is available both in the cloud implementation and in the local network.

Benefits

Automated forecasting

Support for SAP and third-party systems

Big Data analytics

Automate the construction of predictive models on the database stored in Hadoop. Manipulate data, train and retrain models directly on Hadoop data using the Spark tool

Automated predictive library

Work with the data stored in SAP HANA using the automated Analytics engine and data collection capabilities built into this application

Integration of the R language

The tight integration of the R language allows the use of many algorithms and user scripts for data analysis

Functionality

Automated Analytics

Give your business analysts and data scientists the ability to use automated techniques to build complex predictive models that can be embedded in business processes-and it will take days, not weeks and months.

Expert Analytics

Create a modeling environment for open source algorithms based on the R language and SAP HANA PAL and SAP Automated Predictive Library (APL) predictive analysis libraries. Users will be able to write their own R-scripts, as well as build predictive models using a simple interface with drag and drop capabilities.

Data Manager

Data Manager simplifies automated data preparation. Users can define a set of components that are used to automatically create simulated datasets.

Social implications and recommendations

Analysis of networks and connections will help to understand interaction structure between your customers and identify those who have a great social impact. As a result, you will be able to better manage customer outflows, risks, and the threat of fraud.

Advanced visualization capabilities

Enhanced imaging capabilities facilitate the analysis and perception data. Visual representation of the results of predictive modeling will help users to see the hidden patterns and take the right actions.

It uses integration with the R language to use various additional algorithms and custom scripts.

You can deploy SAP BusinessObjects Predictive Analytics offline or based on SAP HANA.

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