Toto je statické zobrazenie, ak chcete Notebook spustiť, prihláste sa do prostredia Data Lab.
Task 8.1¶
Load the Wines dataset from two files and integrate it into one data frame.
In [ ]:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
In [ ]:
# YOUR CODE HERE
Task 8.2¶
Preprocess the Wines data frame in a suitable way for data clustering purposes
In [ ]:
# YOUR CODE HERE
Task 8.3¶
Create a K-Means clustering model and find the most appropriate number of clusters for the model.
In [ ]:
# YOUR CODE HERE
Task 8.4¶
Explore individual clusters for the best model - list the centroids and calculate the mutual distances. Look at the examples assigned to individual clusters and try to compare the clusters in terms of values of individual attributes.
In [ ]:
# YOUR CODE HERE