[QUESTION][2nd Chapter] LinearRegression() - Value Error

[Sunprince22]

Hi sir, I have recently started reading your book and I'm in 2nd chapter now. till transformation pipeline I have got good knowledge and have implemented each line of code and practiced it as well.

But, coming to "Training and Evaluating on the Training Set" part, when I tried using linear regression an error is showing up by stating that "ValueError: Found input variables with inconsistent numbers of samples: [16512, 4128]"

from sklearn.linear_model import LinearRegression

lin_reg = LinearRegression()
lin_reg.fit(housing_prepared, housing_labels)

I'm not getting this issue and I'm stuck here, hope to hear back from you soon sir, Thank you

[Roland-Pfeiffer]

Your X is bigger than your Y. Post your code, otherwise no one can tell you what the bug is.