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What is the best approach for fetching data from multiple sources such as Online HR solution, Oracle, and CSV files in a Power BI dashboard?
Dashboard has a particular meaning in Power BI. Did you mean to say "report" or "dataset" ?
Report !
Read about the Formula Firewall. Do not try to merge the data sources in Power Query. Join them in the data model.