The programming language often associated with data science is Python. Known for its simplicity and versatility, Python provides numerous libraries such as Pandas, NumPy, and Matplotlib that facilitate data analysis, manipulation, and visualization. Additionally, Python's community support and broad ecosystem make it a preferred choice for data scientists looking to implement machine learning algorithms and statistical computations efficiently.