Incorrect explanation about what is the UTF-8

At 2:59 in video show that UTF-8 is the encoding that will turn text into machine language but UTF-8 encoding allows byte data to be transformed into human-readable characters, and decoding UTF-8-encoded data retrieves the original text by reversing the encoding process.

Is that correct?