Could you please recommend me a good book(s) to improve my knowledge in linear algebra and deep learning?
May I suggest Khan Academy!
It’s free and easy-to-grasp education that includes Linear Algebra topics. It’s helped me a lot through undergrad study. Not sure if Deep Learning or any programming is a part of it, though – but definitely math topics.