Since people are giving book recommendations for the new year, I will prepare by giving a few in advance:
2023: Shilov linear algebra, Landau theoretical physics, Sternberg differential geometry
2024: Shilov, Landau, Sternberg
2025: Shilov, 'Dau, Sternberg
2026: Shilov, Landau...