Once you've found a YouTube video you want to embed into your website, click the share button below the video, as shown above.
Next, press the Embed option in the popup.
Finally, press the copy button in the bottom right of the newest popup to copy the code. All you need to do now, is paste the code into your code, and it will embed the video as shown below