Course Certificates:

Data Engineering

• Junior Data Engineer (Generation SG | Temasek Polytechnic) view certificate

Python | Matplotlib | Numpy | Pandas | Seaborn

• Data Analyst with Python (DataCamp) view certificate
• Python Data Fundamentals (DataCamp) view certificate
• Data Analysis with Pandas and Python (Udemy) view certificate
• Data Analytics Essentials (Cisco) view certificate

Structured Query Language (SQL)

• SQL Fundamentals (DataCamp) view certificate

Microsoft Power BI

• Data Analyst in Power BI (DataCamp) view certificate
• Microsoft Power BI for Data Analysts (LinkedIn) view certificate
• Microsoft Power BI Desktop for Business Intelligence (Udemy) view certificate

Data Analysis Expressions (DAX) | Power Pivot

• DAX Power Pivot - Intermediate (Udemy) view certificate
• DAX Power Pivot - Beginners (Udemy) view certificate

Tableau

• Tableau Fundamentals (DataCamp) view certificate

Excel

• Excel Fundamentals (DataCamp) view certificate
• Advanced Excel - Top Excel Tips & Formulas (Udemy) view certificate
• Data Analysis with Excel Pivot Tables (Udemy) view certificate
• Data Analysis Essentials Using Excel (Udemy) view certificate
• Excel for Data Analytics and Visualization (Macquarie University - audited) view course page
• Excel Skills for Business (Macquarie University - audited) view course page

Power Query

• Excel Power Query Beginner to Advanced (Udemy) view certificate

Google Analytics | Tag Manager | Data Studio

• Advanced Google Analytics (Google) view certificate
• Google Analytics for Beginners (Google) view certificate
• Google Tag Manager Fundamentals (Google) view certificate
• Introduction to Data Studio (Google) view certificate

Statistics

• Statistics Fundamentals with Python (DataCamp) view certificate

PowerPoint

• PowerPoint: Designing Better Slides (LinkedIn) view certificate
• PowerPoint: Essential Training (LinkedIn) view certificate

Digital Marketing | E-commerce

• Digital Marketing & E-commerce Specialist (NTUC Learning Hub) view certificate
• Fundamentals of Digital Marketing (Google) view certificate

Google Docs

• Google Drive Essential Training (LinkedIn) view certificate
• Google Docs Essential Training (LinkedIn) view certificate
• Google Sheets Essential Training (LinkedIn) view certificate
• Google Slides Essential Training (LinkedIn) view certificate

Miscellaneous

• ChatGPT for Data Analytics view certificate
• Introduction to Cybersecurity (Cisco) view certificate
• Networking Basics (LinkedIn) view certificate
• Practice it: Java (LinkedIn) view certificate
• Unix Essential Training (LinkedIn) view certificate