To excel in AI, you should have a solid foundation in mathematics, especially linear algebra and calculus. Programming skills in Python, R, or other AI languages are also essential. Additionally, knowledge of machine learning algorithms and frameworks like TensorFlow or PyTorch will be beneficial.