Download bulk videos from youtube channel

Hi we want help in downloading bulk videos from youtube one edtech channel (link-https://www.youtube.com/c/MagnetBrainsEducation/playlists ). We have official acceptance from publisher to download. There are >500 videos, we want them to be downloaded in formats such as 576 or 720p and properly labelled and structured chapterwise.