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Data Pipeline Showdown: Full Load or Incremental Load?
In an ETL (Extract, Transform, Load) or ELT (Extract, Load, Transform) process, loading data in a pipeline refers to the process of moving data from a source system into a destination system, such as a data warehouse, data lake, or other storage solutions. There are two ways to load data in a pipeline – full…
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Tracing the Roots: Demystifying Data Lineage in Big Data
In the vast and intricate landscape of big data, understanding where your data comes from and how it evolves is like tracing the roots of an ancient, sprawling tree. Just as roots nourish and stabilize a tree, data lineage provides the transparency, accuracy, and trustworthiness that form the backbone of effective data management. In this…
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Mount EFS to Multiple EC2s using Ansible
DevOps has become the gold standard in modern IT. But what is DevOps? Well, DevOps is a collaboration between development and operation teams, which enables continuous delivery of applications and services to our end users. It is a process that is achieved with the help of multiple tools. One such tool is Ansible. For those…
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Unveiling the Power of Big Data: Transforming Today’s World
In today’s digital era, the term “big data” has become more than just a buzzword; it’s a transformative force reshaping industries, economies, and societies. But what exactly is big data, and why is it so relevant in today’s world? Let’s delve into the intricacies of big data, its significance, and explore a compelling case study…