Getting ready

Let us get ready to build multiple learners and see how to implement averaging:

Download the whitewines.csv dataset from GitHub and copy it to your working directory, and let's read the dataset:

df_winedata = pd.read_csv("whitewines.csv")

Let's take a look at the data with the following code:

df_winedata.head(5)

In the following screenshot, we can see that the data has been read properly: