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In the video tutorial, Patrick from Guy in a Cube demonstrates how to embed a secure Power BI report into portals and websites. He explains that Secure Embed is a secure replacement for the Publish to Web feature. Many people mistakenly believe that their internal portals and websites are secure when using Publish to Web, but this is not the case. With Secure Embed, you can embed reports securely into your portals and websites. Patrick discusses how this feature can help non-developers and those with minimal coding skills to incorporate reports into their portals securely.