Featured Student Project

Credit Default Risk Analysis

The objective is to analyze a substantial financial dataset and develop a visually compelling dashboard or visualization that communicates insights effectively,both numerically and graphically.

Fiona Siow, Data Analytics Bootcamp Alumni

Background

Participants will tackle a data-related challenge using a financial dataset. This involves obtaining a real-world dataset and performing end-to-end data preparation, including cleaning, analysis, and deriving meaningful insights from the data.

The objective is to analyze a substantial financial dataset and develop a visually compelling dashboard or visualization that communicates insights effectively, both numerically and graphically. The findings should be presented in a way that is clear and actionable for relevant key stakeholders.

Credit Default Risk Analysis Loan Application Dataset Information Vertical Institute
Credit Default Risk Analysis Loan Application Credit Risk Analysis Vertical Institute
Credit Default Risk Analysis Loan Application Loan Portfolio 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
Fiona Siow Data Analytics

Skills

SQL Tableau Public

Certification

Vertical Institute

Data Analytics Bootcamp

Vertical Institute

Learn more about our Data Analytics course today!