In addition to the above steps, there are some specific steps that need to be taken to build a machine learning model in Python including importing the required Python libraries, and some steps that need to be taken before building the model including importing and cleaning your data. In the next section, we will walk through a simple machine learning problem and how we can approach it using above steps in Python.