There are tons of free textbooks available. Google for physics or math textbooks. There are also tons of free lectures available on YouTube and Khan Academy.
Even if you ignore the visual/textual/etc. distinctions, they have other properties as media; for example, textbooks are easier to use in a random-access/skimming manner than videos, and can be more easily taken outside or marked up. It could just be my concentration, but I also can't get through watching a YouTube video, while somehow I have no trouble reading through a book.
Even if you do learn reasonably well from video, you:
* Need to know what to look for
* Need to somehow know which videos are made by people who know what they're talking about
The same applies to text.