Video courses != books. For whatever reason, people seem more willing to pay for video courses and hands-on instruction.
Books are indeed a tough sell, but that's partly because if you publish with a traditional publisher you'll be lucky to get more $10k advance for a developer reference and $20k for a mainstream Windows/OS X book, and even luckier - like lottery-winner lucky - if that advance ever earns out and you see some royalties.
That's the high end. The low end is somewhere between zero and not much.
But if you can find an empty-ish niche and self-publish, your chances of a reasonable income are much higher. And if you can support that with live classes, sample code, a forum, and video content, I'd say the chances of making reasonable money are much better than in the crapshoot that is self-funded app development.