Hospitals use an EHR system to store patient information., , An API connects two different applications., , The data is saved in a CSV file., , A data pipeline moves data between systems., , Our company uses an ETL pipeline every day., , First, we extract data from the database., , The data stays in a staging area for a short time., , Clean data is stored in a data warehouse., , Data can be transformed in flight., , The central treatment facility cleans the data., , We use enrichment to add more details to the data., , PII must be protected., , The company pays for cloud compute., , We need scalable compute for big projects., , If data volume grows, costs balloon., , The team runs analytics workloads every morning., .

Data Mining 2

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