Featured Student Project

HDB Estate Demographics

The primary goal is to utilize an extensive dataset of past resale HDB flat transactions to derive deep insights into the socioeconomic profiles of residents across various HDB estates.

Timothy Tan, Data Analytics Bootcamp Alumni

Background

This comprehensive project aims to identify specific residential areas in Singapore that would demonstrate the best reception to different types of financial products. By analyzing the unique demographics of different HDB estates, the study provides a data-driven foundation for businesses to tailor their marketing strategies and financial offerings effectively.

The primary goal is to utilize an extensive dataset of past resale HDB flat transactions to derive deep insights into the socioeconomic profiles of residents across various HDB estates. This information serves to help financial institutions understand localized market needs, allowing for better-targeted outreach and improved customer engagement strategies.

HDB Estate Demographics

HDB Estate Demographics

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
Timothy Tan Data Analytics

Skills

Excel Tableau SQL

Certification

Vertical Institute

Data Analytics Bootcamp

Vertical Institute

Learn more about our Data Analytics course today!