Featured Student Project

Capstone Project on Fuels Futures Data

Understanding the complex dynamics of fuel futures is essential for optimizing investment strategies in the energy sector. By examining historical price trends, volatility patterns, and the impact of economic and geopolitical events.

Maxcy Koh, Data Analytics Bootcamp Alumni

Background

Understanding the complex dynamics of fuel futures is essential for optimizing investment strategies in the energy sector. By examining historical price trends, volatility patterns, and the impact of economic and geopolitical events, this study aims to identify key factors influencing fuel futures performance and develop insights to anticipate market movements and assess investment returns.

Understanding the complex dynamics of fuel futures is essential for optimizing investment strategies in the energy sector. By examining historical price trends, volatility patterns, and the impact of economic and geopolitical events, this study aims to identify key factors influencing fuel futures performance and develop insights to anticipate market movements and assess investment returns.

Fuels Futures Data Data Set Vertical Institute
Fuels Futures Data Dashboard Vertical Institute
Fuels Futures Data Overview 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
Maxcy Koh Data Analytics

Skills

Analytics Data Visualisation

Certification

Vertical Institute

Data Analytics Bootcamp

Vertical Institute

Learn more about our Data Analytics course today!