Embed credentials when publishing to the Tableau Server.
Is this also available in desktop version?
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Well, if you create an extract then export the workbook as a packaged workbook (.twbx) then you don't have to worry about credentialing:
Now, if you are simply saving it as a regular workbook (.twb) then, no, prompting for db credentials is normal due to security within Tableau Desktop.