Blanco PakData Preparation and Feature Engineering for a classification model to predict the likehood of an…After business understanding, I found that a bank would like to have more fee for the income. The bank would like to attract customer to…Jan 5, 2022Jan 5, 2022
Blanco PakBusiness Understanding for bankAfter worked for 3 weeks in a bank, I earned some banking domain knowledge. When I was a child, I wonder why peoples tend to save their…Dec 22, 2021Dec 22, 2021
Blanco PakApplication of SHAP (SHapley Addictive exPlanation)In this week, I have applied SHapley Addivtive exPlanation (SHAP) for evaluation of classfication models. SHAP is used to quantify the…Dec 13, 2021Dec 13, 2021
Blanco PakMy First Week in a Bank as a Data ScientistWorking in banking industry as a data scientist, is absolutely a new experience to me. I was an engineer who use data science method to…Dec 8, 2021Dec 8, 2021