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What Is Change Data Capture (CDC): Methods, Benefits, and Challenges

Astera

Real-time CDC is more efficient than traditional ETL (extract, transform, load), which would otherwise be resource-intensive and time-consuming. For instance, a database (SQL Server) of an e-commerce website contains information about customers who place orders on the website. How C hange D ata C apture Works?

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The Future of AI in Data Warehousing: Trends and Predictions 

Astera

Additionally, AI-powered data modeling can improve data accuracy and completeness. For instance, Walmart uses AI-powered smart data modeling techniques to optimize its data warehouse for specific use cases, such as supply chain management and customer analytics.

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What is a Data Pipeline?

Astera

Evolution of Data Pipelines: From CPU Automation to Real-Time Flow Data pipelines have evolved over the past four decades, originating from the automation of CPU instructions to the seamless flow of real-time data. Initially, pipelines were rooted in CPU processing at the hardware level.

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The Ultimate Guide to Enterprise Data Warehouse

Astera

But have you ever wondered how data informs the decision-making process? The key to leveraging data lies in how well it is organized and how reliable it is, something that an Enterprise Data Warehouse (EDW) can help with. What is an Enterprise Data Warehouse (EDW)?

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Data Warehouse vs. Database: Understanding the Differences

Astera

Businesses rely heavily on various technologies to manage and analyze their growing amounts of data. Data warehouses and databases are two key technologies that play a crucial role in data management. While both are meant for storing and retrieving data, they serve different purposes and have distinct characteristics.

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What is ETL? – Extract, Transform, Load Explained

Astera

The data readiness achieved empowers data professionals and business users to perform advanced analytics, generating actionable insights and driving strategic initiatives that fuel business growth and innovation. Reverse ETL is a relatively new concept in the field of data engineering and analytics. What is Reverse ETL?

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Data Integration 101: Understanding The Basics

Astera

Data integration is a core component of the broader data management process, serving as the backbone for almost all data-driven initiatives. It ensures businesses can harness the full potential of their data assets effectively and efficiently. But what exactly does data integration mean?