You can very easily publish a PowerBI Report to your website . You would Not be able to publish PowerBI dashboard on teh web.
In order to publish a PowerBI Report ( see below ) , on the Power BI where you have created your report click "Publish to Web" . There after you get a dialogue box "Embed ... " , click "Create Embed Code" and you can generate either the HTML Code that you need to paste on your website to display it . You can also chose the size as - 680 x 510 px or 800 x 600 px or 933 x 700 px . ( See a Basic Example of Power BI Report size 680 x 510 displayed below on the website )
Also Here you can also generate a public url that you can share with anyone.
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