What is data architecture and why is IT important?

How do you define data architecture?

Data architecture is the models, policies, rules, and standards that govern which data is collected and how it is stored, arranged, integrated, and put to use in data systems and in organizations.

What are the two main components of data architecture?

Data architecture componentsData pipelines. A data pipeline is the process in which data is collected, moved, and refined. ... Cloud storage. ... Cloud computing. ... Modern data architectures use APIs to make it easy to expose and share data.AI and ML models. ... Data streaming. ... Container orchestration. ... Real-time analytics.What is data architecture? A framework for managing data - CIO.com

What is the most important role of data architects?

Data architect role The data architect is responsible for visualizing and designing an organization's enterprise data management framework. This framework describes the processes used to plan, specify, enable, create, acquire, maintain, use, archive, retrieve, control, and purge data.

What is data architecture in data analytics?

Data architecture design is set of standards which are composed of certain policies, rules, models and standards which manages, what type of data is collected, from where it is collected, the arrangement of collected data, storing that data, utilizing and securing the data into the systems and data warehouses for ...