“Media Library” is where you upload your images and PDF files for use in your WordPress site
In a conventional website, it would be just another folder in the site structure.
The “Upload Files” tab lets you browse for files on your PC to upload
This is also where you can add a caption to the image
“Insert into Post” button at the bottom right corner
YouTube videos do NOT appear here
That’s because they are basically a link