Data science and engineering

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.

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.

Regression

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

R语言

A programming language and environment developed for statistical analyses.

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.

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.

在线机器学习

Online machine learning

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.

数据仓库

A repository for storing and analyzing operational data.

数据湖

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

数据科学

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

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.

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.

测试数据管理

测试数据管理

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.

自然语言处理

Natural language processing