You can download a pdf version of the standard Boyd and Vandenberghe Convex Optimization textbook at Convex Optimization – Boyd and Vandenberghe. There are links there to video lectures on youtube that are getting kind of old now, I thought there might be newer videos somewhere but I’m not finding them in a quick search.