It goes over the basics in the first half to make sure you have a foundation to understand the deep learning stuff.
And don't feel bad if there are gaps in your math. Go to khan academy or youtube and fill in the gaps. The most important thing is to find exercises and do them yourself, watching videos and lectures help understand the big picture but you'll never internalize them without doing the work.
I think in any kind of knowledge, math, music, art, etc... the biggest limitations come from people not knowing the basics deeply. Don't just work on stuff until you get it, or it clicks, keep going until it's so boring it's automatic. It will feel slower but you'll ultimately learn faster as you won't eventually hit walls.
https://www.glassner.com/portfolio/deep-learning-a-visual-ap...
It goes over the basics in the first half to make sure you have a foundation to understand the deep learning stuff.
And don't feel bad if there are gaps in your math. Go to khan academy or youtube and fill in the gaps. The most important thing is to find exercises and do them yourself, watching videos and lectures help understand the big picture but you'll never internalize them without doing the work.
I think in any kind of knowledge, math, music, art, etc... the biggest limitations come from people not knowing the basics deeply. Don't just work on stuff until you get it, or it clicks, keep going until it's so boring it's automatic. It will feel slower but you'll ultimately learn faster as you won't eventually hit walls.