Nah. “Octopodes” (note, pronounced “ock-TAH-poh-deez”) is a very recent plural for the word in English. It’s not incorrect, but it’s not “the correct plural.”
There is no “correct” plural. “Octopi” is the oldest plural in English, then “octopuses,” then “octopodes.”