公开(公告)号：US20200081916A1

公开(公告)日：2020-03-12

申请号：US16218743

申请日：2018-12-13

Applicant: BUSINESS OBJECTS SOFTWARE LTD.

Inventor： Alan McShane ,  Apoorva Kumar

IPC: G06F16/904 ,  G06N20/00 ,  H04W4/38 ,  G06F3/0486

Abstract: Techniques are described for integrating prediction capabilities from data management platforms into applications. Implementations employ a data science platform (DSP) that operates in conjunction with a data management solution (e.g., a data hub). The DSP can be used to orchestrate data pipelines using various machine learning (ML) algorithms and/or data preparation functions. The data hub can also provide various orchestration and data pipelining capabilities to receive and handle data from various types of data sources, such as databases, data warehouses, other data storage solutions, internet-of-things (IoT) platforms, social networks, and/or other data sources. In some examples, users such as data engineers and/or others may use the implementations described herein to handle the orchestration of data into a data management platform.