The text has some typos or missing steps. However Renu also shared her github code. Using that code, I was able to regenerate the results.
Written by Sercan Gul | Data Scientist | DataScientistTX
Senior Data Scientist @ Pioneer | Ph.D Engineering & MS Statistics | UT Austin