Python is the most widely used programming language for machine learning due to its simplicity, versatility, and extensive libraries like NumPy, Pandas, Scikit Learn, PyTorch and TensorFlow. A solid understanding of Python basics and intermediate-level proficiency is recommended for machine learning.