CS231n(2016) : https://youtube.com/playlist?list=PLkt2uSq6rBVctENoVBg1TpCC7OQi31AlC

Updated and Expanded version of above: Michigan Deep learning for computer vision(2019): https://youtube.com/playlist?list=PL5-TkQAfAZFbzxjBHtzdVCWE0Zbhomg7r

You can find the respective course website using google search. From there you can find the assignments and suggested readings for both of the above courses.

Well, I am not an expert on the subject, but per my experience you have to learn things when you need them. If you think you have to fulfill all the prerequisites before diving into deep learning, you will be stacking different kinds of courses above the two mentioned above. There will be a long list of courses before you are actually starting deep learning. So, just start, go through the readings, assignments and when stuck ask questions, search on Google, see parts of some other courses that are actually relevant.