Book recommendations for Math and ML for beginners?

I’m just starting my journey in machine learning and planning a long-term study path (around 5 years alongside university). I’m currently focused on building solid foundations in both mathematics and core ML concepts. I’m looking for book recommendations on Mathematics for ML and beginner friendly machine learning.