A. No, matplotlib and NumPy are not the same. NumPy is a fundamental package for scientific computing in Python, providing support for multidimensional arrays and matrices, along with a variety of mathematical functions to operate on these arrays. Matplotlib, on the other hand, is specifically focused on data visualization and provides tools to create plots and graphs from data stored in NumPy arrays or other data structures.