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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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Use Case Analysis for Business Intelligence Projects

Business Analysis Knowledge Share

This may involve data from internal systems, external sources, or third-party data providers. The data collected should be integrated into a centralized repository, often referred to as a data warehouse or data lake. Data integration ensures that all necessary information is readily available for analysis.

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How to Address Integration Challenges with the Proliferation of IoT Devices

Actian

IoT devices (such as smart watches, fitbits, home sensors, RFID point of sale scanners, heartbeat monitors, etc) have become attractive and useful because of their inexpensive price point, ease of setup/administration and their diverse capabilities. Real time data integration is crucial for IoT applications.

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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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All You Need to Know About Data Aggregation

Astera

It prepares data for analysis, making it easier to obtain insights into patterns and insights that aren’t observable in isolated data points. Once aggregated, data is generally stored in a data warehouse. Remember to monitor and validate your data to ensure it remains accurate, complete, and relevant.

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Snowflake ETL Tools: Top 7 Options to Consider in 2024

Astera

It eliminates the need for complex infrastructure management, resulting in streamlined operations. According to a recent Gartner survey, 85% of enterprises now use cloud-based data warehouses like Snowflake for their analytics needs. What are Snowflake ETL Tools? Snowflake ETL tools are not a specific category of ETL tools.

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ETL Batch Processing: A Comprehensive Guide

Astera

ETL refers to a process used in data integration and warehousing. It gathers data from various sources, transforms it into a consistent format, and then loads it into a target database, data warehouse , or data lake. Extract: Gather data from various sources like databases, files, or web services.