Quantitative Aptitude, especially Probability questions, is crucial for scoring well in the CAT exam. To excel in this section, students should understand the concepts, practice regularly, and use effective problem-solving techniques. Tips for success include building a strong foundation, familiarizing oneself with different types of probability questions, practicing consistently, focusing on data interpretation, learning time-saving techniques, monitoring progress, seeking guidance from experts, and maintaining a positive mindset.