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OLTP and OLAP: Two Sides of the Same Data Coin?

Astera

Low data latency: OLTP systems offer low data latency and provide real-time data updates, ensuring immediate availability of updated data to users.This is important for applications that require real-time data access and responsiveness. They have a denormalized data structure.

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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. This aggregation type is preferable to conduct trend or pattern analysis over time.

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A Complete Guide to Data Analytics

Astera

Machine Learning Machine learning is an advanced analytics technique that uses algorithms to analyze data, learn from it, and then determine or predict something in the world. Unlike static, rule-based analytics, machine learning can update predictions as new data becomes available.