from sklearn.linear_model import LinearRegression

# Let the computer find the pattern
model = LinearRegression()
model.fit(heights.reshape(-1, 1), weights)  # Learn from data

# Make predictions
prediction = model.predict([[175]])
print(f"Learned prediction: {prediction[0]:.1f}kg")