Course Notes: Machine Learning for Time Series Data in Python

# Write and run code here
import pandas as pd
import matplotlib.pyplot as plt

# Define the all_scores variable
all_scores = pd.Series([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15])

# Visualize the scores
ax = all_scores.rolling(10).mean().plot(cmap=plt.cm.coolwarm)
ax.set(title='Scores for multiple windows', ylabel='Correlation (r)')
plt.show()