Featured Student Project

Personal Loan Modeling

This Analysis derive which customer profile is more likely to accept the personal loan offer and devise strategy based on it. Focus on Key contribution factors (Fixed/Variable) Fixed (short-mid term): Age group, Education Level, Family size, income level, Variable (any time) Ave spending on credit card.

Lim Lee Huat, Data Analytics Bootcamp Alumni

Background

Thera Bank’s Management wants to explore ways of converting its liability customers to personal loan customers (while retaining them as depositors).

A campaign that the bank ran last year for liability customers showed a healthy conversion rate of over 9% success. This has encouraged the retail marketing department to devise campaigns with better target marketing to increase the success ratio with minimal budget.

This Analysis derive which customer profile is more likely to accept the personal loan offer and devise strategy based on it.
Focus on Key contribution factors (Fixed/Variable)

Fixed (short-mid term): Age group, Education Level, Family size, income level, Variable (any time) Ave spending on credit card.
Come up with different marketing plans and strategy.

Personal Loan Modeling Dataset 2 Vertical Institute
Personal Loan ModelingDataset Vertical Institute
Personal Loan Modeling Story Board Vertical Institute

Why Learn Data Analytics

With businesses becoming increasingly data-driven, data analytics skills are highly sought after in Singapore’s competitive job market. Companies across industries rely on data analysts to make informed decisions, identify trends, and uncover opportunities.

The field of data analytics offers a unique blend of technical proficiency and strategic thinking. You’ll master tools like Excel, Tableau, and SQL, and apply them to solve complex problems using data. Analyze, visualize, and communicate insights that drive impactful business outcomes.

Enter the data industry with Vertical Institute’s beginner-friendly Data Analytics Bootcamp. Graduate with an IBF-accredited certification and a portfolio-ready capstone project that highlights your data analysis expertise.

Are There Government Subsidies Available?

Singaporeans and PRs can receive up to 70% IBF Subsidy off their course fees with Vertical Institute. The remaining fees can be fully claimable with SkillsFuture Credits. NTUC Union members may also utilise UTAP Funding to offset 50% of remaining fees.

Learn more about our Data Analytics course today.

About The Author

Author Profile
Lim Lee Huat Data Analytics

Skills

Demand and Supply Planning Logistics and Operations Warehouse and inventory Order Fulfillment SAP ECC7 and S4 Hana

Certification

Vertical Institute

Data Analytics Bootcamp

Vertical Institute

Learn more about our Data Analytics course today!