Remove Data Architecture Remove Data Modelling Remove Data Requirement
article thumbnail

What is Data Architecture? A Look at Importance, Types, & Components

Astera

What is Data Architecture? Data architecture is a structured framework for data assets and outlines how data flows through its IT systems. It provides a foundation for managing data, detailing how it is collected, integrated, transformed, stored, and distributed across various platforms.

article thumbnail

Build Data Warehouse with Concentrated Teams

Astera

Enterprises will soon be responsible for creating and managing 60% of the global data. Traditional data warehouse architectures struggle to keep up with the ever-evolving data requirements, so enterprises are adopting a more sustainable approach to data warehousing. Migrate to Cloud-based data architecture.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Information Marts: Enabling Agile, Scalable, and Accurate BI

Astera

Businesses need scalable, agile, and accurate data to derive business intelligence (BI) and make informed decisions. Their data architecture should be able to handle growing data volumes and user demands, deliver insights swiftly and iteratively. The combination of data vault and information marts solves this problem.

Agile 52
article thumbnail

Data Science vs Data Analytics: Key Differences

Astera

It involves visualizing the data using plots and charts to identify patterns, trends, and relationships between variables. Summary statistics are also calculated to provide a quantitative description of the data. Model Building: This step uses machine learning algorithms to create predictive models.

article thumbnail

6 Benefits of Adopting a Cloud Data Warehouse for Your Organization

Astera

Most cloud data warehousing solutions also provide pay-as-you-go services which are preferred by businesses that are new to the world of data warehousing, and unsure of what they need. 6 Benefits of Cloud Data Warehousing. Unlike on-premise data warehouses, cloud data warehouses can be accessed from anywhere in the world.

article thumbnail

Cloud Data Warehouse: A Comprehensive Guide

Astera

Here are more benefits of a cloud data warehouse: Enhanced Accessibility Cloud data warehouses allow access to relevant data from anywhere in the world. What’s more, they come with access control features to ensure that the data required for BI is only visible to the relevant personnel. We've got both!

article thumbnail

Data Vault vs. Data Mesh: Choosing the Right Data Architecture?

Astera

Data volume continues to soar, growing at an annual rate of 19.2%. A solid data architecture is the key to successfully navigating this data surge, enabling effective data storage, management, and utilization. Think of data architecture as the blueprint for how a hospital manages patient information.