Background
Participants will be required to address a data-related issue using a financial dataset. Participants will acquire a real-world dataset in the finance industry, then prepare, clean and analyze it to draw meaningful conclusions. The chosen topic is on fraud detection.
Through data visualisation, to investigate the following:
- Which profile of customer (age and balance) is prone to experience fraudulent or flagged up as having suspicious activity?
- Which category of transaction has higher/lower fraudulent incidents?
- What is the relationship between transaction anomaly score and presence/absence of fraudulence or flagged up as having suspicious activity?



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.