Overcoming a fear or dislike of Mathematics requires a change in mindset and attitude. This can be achieved by breaking down complex problems into smaller parts, seeking help from teachers or tutors, finding real-life applications of mathematical concepts, and focusing on understanding the concepts rather than just getting the right answer.