Applied Data Science
Sonpvh, 2022
1
1. Introduction
2. Application
3. EDA
4. Learning Process
5. Bias –Variance TradeOff
6. Regression
7. Classification
8. Validation
9. Regularization
10. Clustering
11. Evaluation
12. Deployment
13. Ethics
3 -10 days
Online Application <3 days
Lead Generation Fraud Detection/
Identify Verification Credit Scoring Product Customization
Propensity
Segmentation
eKYC
Cross Verification
Customer Loan Paper Authentication Appraisal Disbursement
3
World bank, Korean Office,
2020 [1]
Forbes, 2020 [2] Exton Research, 2021 [3]
4
AUSTRADE Vietnam, Digital banking in Vietnam,
2018 [4]
“69% of adults in
Vietnam are
unbanked”
World Bank 2018 [5]