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Fundamentals of Data Analytics

The BAWorld

The blog discusses key elements including tools, applications, future trends, and fundamentals of data analytics, providing comprehensive insights for professionals and enthusiasts in the field. Finding patterns and trends in data is done by applying machine learning techniques and statistical algorithms.

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

Astera

For instance, a database (SQL Server) of an e-commerce website contains information about customers who place orders on the website. Without CDC, periodic updates to the customer information will involve extracting the entire dataset, processing it, and reloading it into the database.

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API-Led Connectivity: A Complete Guide

Astera

Among the usage of APIs, API-led connectivity is a new approach, revolutionizing how systems, applications, and data interact. This disruptive technology has emerged as the backbone of seamless connectivity by playing a significant role in retrieving information from diverse sources. What is API-led Connectivity? The result?

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ETL Batch Processing: A Comprehensive Guide

Astera

If you want to know the exact figures, data is estimated to grow beyond a staggering 180 zettabytes by 2025! Handling all that information needs robust and efficient processes. ETL—Extract, Transform, Load— is a pivotal mechanism for managing vast amounts of information. That’s where ETL comes in.

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ETL Batch Processing: A Comprehensive Guide

Astera

If you want to know the exact figures, data is estimated to grow beyond a staggering 180 zettabytes by 2025! Handling all that information needs robust and efficient processes. ETL—Extract, Transform, Load— is a pivotal mechanism for managing vast amounts of information. That’s where ETL comes in.

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API-Led Connectivity: A Complete Guide

Astera

Among the usage of APIs, API-led connectivity is a new approach, revolutionizing how systems, applications, and data interact. This disruptive technology has emerged as the backbone of seamless connectivity by playing a significant role in retrieving information from diverse sources. What is API-led Connectivity? The result?

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Data Warehouse vs. Database: Understanding the Differences

Astera

Finally, the transformed data is loaded into the data warehouse for easy accessibility and analysis. A data warehouse enhances the reliability and accuracy of its information through data cleansing, integration, and standardization. Why Use a Data Warehouse? Why Use a Database?