Knuth's "The Art of Computer Programming" (TAOCP) is highly recommended for those serious about understanding the fundamentals and breadth of computer science. While challenging, the comprehensive coverage and depth make it invaluable for advancing in the field. If mathematical rigor and detailed examples seem excessive, complementary resources or a more gradual approach might be beneficial as you build up your knowledge.