NumPy: The Essential Foundation for Python Data Science

NumPy is fundamental to modern data science because every major library—from pandas to TensorFlow—is built on top of it. Understanding NumPy unlocks dramatic performance gains, with operations running 10-100 times faster than native Python, making it indispensable for anyone working with large datasets or machine learning models.