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Data is the lifeblood of an intelligent enterprise. Explore our data-related topics to learn more about how to become a data-driven business.

Data mesh

Data mesh is an approach to data architecture where ownership of the data is distributed among cross-functional domain teams, who then provide data products to end users.

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Kafka

Apache Kafka is an open-source streaming platform frequently used by companies looking to develop innovative digital services that rely on large, real-time data sets.

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Regression

A traditional approach to analyzing data that aims to create models from past behavior that can be used to make future predictions.

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R语言

A programming language and environment developed for statistical analyses.

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事件驱动架构

A style of creating software that uses business events to trigger actions. Ideal for rapidly growing enterprises that need to respond quickly to changes.

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人工智能

The field of exploration that focuses on getting computers to complete tasks we’d previously assumed only a human could do.

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在线机器学习

Online machine learning

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大数据

A data paradigm that focuses on collecting and rapidly making sense of large amounts of information from a wide variety of sources.

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数据仓库

A repository for storing and analyzing operational data.

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数据湖

A data lake is a repository — typically a large one — for storing data of many types.

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数据科学

Data science combines methods, processes and technology to extract knowledge and insights from data to achieve some business purpose.

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机器学习

Machine learning is a branch of artificial intelligence that uncovers patterns in large accumulations of data in order to make predictions and decisions.

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机器学习下的持续交付 (CD4ML)

Continuous delivery for machine learning — CD4ML — takes software engineering approaches and applies them to the creation of machine learning applications.

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测试数据管理

测试数据管理

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深度学习

Deep learning is a branch of machine learning that uses multi-layered networks of computational nodes called neurons, creating an artificial neural network that mimics the way human brains process information.

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自然语言处理

Natural language processing

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