In this chapter, you'll explore the mathematical foundations of AI, focusing on probability and statistics. You'll learn how these concepts are used to model uncertainty and make predictions, which are essential skills for AI systems. By the end of this chapter, you'll have a solid foundation in the mathematical principles that underpin AI.