Associate Data Scientist Certification

I have attempted the practical exam for the Associate Data Scientist certification twice but I don't know what's the problem with my code I have attaced the notebook for my final exam I need help from you guys. I will give another attempt again in a few days. Please review the code and let me know what's the problem with it.