Recommended resources for UPSC exam preparation include NCERT textbooks, standard reference books covering the syllabus, and reliable online platforms for current affairs. Aspiring candidates should also consider subscribing to monthly magazines and newspapers tailored for civil service exams. Joining coaching institutes can provide structured guidance and access to experienced mentors, enhancing the preparation experience.