<ul data-eligibleForWebStory="false">Linear algebra, calculus, probability theory, and statistics are essential for AI and Data Science.Optimization techniques and machine learning algorithms play a crucial role in improving model performance and understanding AI concepts.A strong foundation in mathematics and statistics is vital for success in AI and Data Science.Integrating mathematical and statistical principles enhances analytical skills and contributes effectively to projects in these fields.