Yes, it is possible to compress video using ffmpeg (although you almost always lose quality in the process).
Encoding means transferring video (usually in some raw format) through an encoder, converting it to some specific video format (which is then placed in the container file format along with sound and, possibly, additional things such as subtitles).
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