How it works...

NumPy is the fundamental scientific computing library for Python; it is therefore essential to any data science toolkit, and we will leverage it in many places throughout the Python chapters. However, since NumPy is an external library that must be compiled for your system, we will discuss alternative native-Python approaches alongside the NumPy approach.