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METHOD AND SYSTEM FOR DEVELOPING AND DEPLOYING DATA SCIENCE TRANSFORMATIONS FROM A DEVELOPMENT COMPUTING ENVIRONMENT INTO A PRODUCTION COMPUTING ENVIRONMENT

机译：从开发计算环境到生产计算环境的数据科学转换开发和部署方法和系统

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摘要

A method and system facilitates the development of data science transformations in one programming language and the deployment of the data science transformations in another programming language, according to one embodiment. The method and system preserves relationships, functions, configurations, and characteristics between combinations of data transformations, according to one embodiment. The preservation of the relationships, functions, configurations, and characteristics is enabled by developing and providing a set of low-level (e.g., atomic) transformations that enable users to build their own models, libraries, and configurations into macro-transformations (e.g., conglomerate transformations), according to one embodiment. Deploying the data science transformations into production computing environments is useful for providing or supporting a number of types of software services, such as, predicting user behavior, customizing user experiences, supporting marketing initiatives, providing empirically-backed recommendations, predicting user preferences for software interactions, and/or otherwise exposing patterns that are identified from historical and transactional data, according to one embodiment.

机译：根据一个实施例，一种方法和系统促进一种编程语言中的数据科学转换的发展以及另一编程语言中的数据科学转换的部署。根据一个实施例，该方法和系统保留数据转换的组合之间的关系，功能，配置和特性。通过开发并提供一组低级（例如原子）转换，可以使关系，功能，配置和特性得以保留，这些转换使用户能够将自己的模型，库和配置构建为宏转换（例如，根据一个实施例）。将数据科学转换部署到生产计算环境中可用于提供或支持多种类型的软件服务，例如，预测用户行为，定制用户体验，支持营销计划，提供经验支持的建议，预测用户对软件交互的偏好根据一个实施例，和/或以其他方式公开从历史和交易数据中识别出的模式。

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公开/公告号EP3449361A4

专利类型
公开/公告日2019-12-04

原文格式PDF
申请/专利权人 INTUIT INC.;
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申请/专利号EP20170790407
发明设计人 MASCARO MASSIMO;CESSNA JOSEPH;LUNT JONATHAN;
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申请日2017-04-27
分类号G06F9/44;G06F8/20;G06F8/30;G06F8/35;G06N3/08;G06N20;G06F8/36;G06F16;G06N5/02;G06Q10;G06Q20/20;G06F8/51;G06F8/60;G06N5;G06Q40;
国家 EP
入库时间 2022-08-21 11:39:24

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