I'm interested in learning the fundamentals of AI and machine learning—especially the core concepts like vectors, linear algebra, and foundational intuition behind how things work.

Can anyone recommend a solid books, article series, or lecture series that covers these topics well? Ideally something beginner-friendly but rigorous.