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I've the following:

In the cloud = SharePoint (office 365)

On-Premises = SQL DB's that I want to connect to from SharePoint

Is it possible to connect to my On-Premises SQL DB's?

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Yeah , You can connect SharePoint online to SQL DB.

You need to creating bridge between SQL DB And share point online cloud service.

Step 1: Prepare your external SQL data source to integrate with Office 365

step 2: Setup your SQL to SharePoint connection

Step 3: Manage your SQL data in the Office 365 SharePoint list

Refereed Link : You can get whole steps with screen shot in below link.

Connection between SharePoint online and SQL DB

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