i am a final-year student in ai and ds descipline.
my niche are ai, ml, dl...(under the hood machine learning).
i personally followed this road map, so can check this out!.
these books hold strong foundation right from basic math to advanced machine learning concepts.
i am not a fan of video content, but you can give them a try...!