I really really agree with you. I also think that the fast.ai courses are amazing. It is a question of motivation. If you're reasonably proficient at programmi

I really really agree with you. I also think that the fast.ai courses are amazing. It is a question of motivation. If you're reasonably proficient at programming and want to hit the ground running on a specific application (especially in a domain that has well-established methods) fast.ai is probably what you're looking for. If you're new to programming and mathematics, or want to work on the state of the art of these methods, you need to first truly understand more fundamental ideas. For those who fall into this camp, I am collecting resources (work in progress) and trying to organise them into a learning pathway: https://github.com/hnarayanan/deep-learning https://github.com/hnarayanan/deep-learning You or anyone else who's interested is free to offer suggestions on learning material.