NumPy provides a wide range of basic operations for working with multi-dimensional arrays and matrices in Python. These operations include creating arrays, indexing and slicing, performing mathematical operations, and manipulating arrays. NumPy also provides tools for reshaping, stacking, and splitting arrays, as well as functions for statistical analysis and linear algebra.