Python stands out as the primary programming language for AI and machine learning due to its simplicity and the vast ecosystem of libraries and frameworks it provides, such as TensorFlow for neural networks and scikit-learn for machine learning. Knowledge of Python, along with an understanding of data analysis and algorithm development, is crucial for anyone looking to delve into AI.