How to transform data into insights with Machine Learning with SAP HANA
SAP HANA offers an end-to-end solution for developing and deploying high-value predictive analytics and machine learning programs. The machine learning capabilities in SAP HANA enable data scientists and application developers to build, train, and manage machine learning models, where data is persisted.
Data Input Gain support for a variety of data types with the ability to analyze high speed event streams from sensors, and other sources – combine your static and streaming data to build machine learning algorithms that predict in real-time with the ability to scale for large data sets.
Machine Learning Combined with the ability to analyze any type of data and seamlessly integrate with Hadoop, R, and SAS – leverage 90+ native machine learning algorithms, and extension capabilities via open source R integration, or custom develop algorithms in C++ using a SDK.
Data Output Integrate models into apps written on SAP HANA or deployed into SAP HANA Smart Data Streaming for real-time predictions on streaming data. SAP BusinessObjects Predictive Analytics ensures models perform as expected, and can be re-trained as needed.
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