I do ML work professionally on a daily basis and I couldn't do Algebra 2 with a calculator. If you're doing things like measuring tests, that might be different. But the little bit of statistics you need in ML can be picked up on the fly, or at least that's how it was for me. Your mileage may vary.
#Mathematics of AI
autumn herald
uneven violet
If you are using Python libraries such as PyTorch or TensorFlow, understanding the underlying mathematics is not essential, as it is abstracted away. However, having a grasp of the underlying concepts can be beneficial for troubleshooting issues.