What Are Data Pipelines?

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Learn more about Data Pipelines → https://ibm.biz/BdPEPM Ever wonder how raw, messy data from different sources gets cleaned, transformed, and made ready for analysis? The answer is data pipelines. Luv Aggarwal breaks down the complex topic of data pipelines using a simple analogy: the journey of water from a lake to your tap. Explore how data, just like water, needs to be processed before it's useful for business intelligence, reporting, and machine learning. 0:00 - The Water Pipeline Analogy 1:53 - How Data Pipelines are Similar 2:55 - What are Data Pipelines? 3:11 - ETL (Extract, Transform, Load) Explained 4:46 - What is Data Replication? 5:46 - What is Data Virtualization? 7:18 - How Businesses Use Clean Data (BI & Machine Learning) 8:01 - Data Producers vs. Data Consumers #datapipelines #dataengineering #etl #bigdata #datascience

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