To reduce YouTube data usage, you can choose a lower video quality setting (e.g., 480p or 720p), enable the "Data Saver" mode in the YouTube app or website, avoid watching videos in high definition (1080p or above), pause the video when not actively watching it, and use Wi-Fi instead of mobile data whenever possible.