How can I resolve an ARIMAX Time Series Error: “LinAlgError: SVD did not converge” in Python?

Question

My familiarity with python and Arima is rather amateur. I am hoping you all could take a look at my notebook here and let me how to fix the SVD issue with my ARIMAX model. I am