The programming language known for its extensive use in data science and machine learning is Python. Python's popularity in these fields is largely due to its simplicity, readability, and extensive libraries such as Pandas, Numpy, and TensorFlow. These libraries provide powerful tools for data manipulation, statistical analysis, and building machine learning models. The active community and wealth of resources also contribute to its status as a preferred language for data scientists and researchers.