What math resources helped me transition into machine learning

If you're diving into machine learning, you'll quickly realize that math isn't just helpful—it's essential. High-quality math resources can make all the difference in how well you grasp the concepts behind the algorithms. Without them, understanding topics like linear regression or neural networks can feel overwhelming.

Some math topics stand out for the…