TP-AI-Data-Analytics Exam Information and Outline
Specialist Diploma in AI-driven Data Analytics
Syllabus Update Checked on: November 6, 2026
TP-AI-Data-Analytics Exam Syllabus & Study Guide
Before you start practicing with our exam simulator, it is essential to understand the
official TP-AI-Data-Analytics exam objectives. This course outline serves as your roadmap.
The information below reflects the 2026 syllabus defined by
Temasek-Polytechnic.
Below are complete topics detail with latest syllabus and course outline, that will help you good knowledge about exam objectives and topics that you have to prepare. These contents are covered in questions and answers pool of exam.
- Exam Format
- Module-based continuing education assessment
- Data Analytics Fundamentals and Python
- Data wrangling
- Data Visualization and Dashboarding
- Power BI/Tableau
- Machine Learning for Analytics
- Predictive models
- AI-Driven Insights and Generative AI Tools
- AI-assisted analytics
- Big Data Processing
- Spark and cloud data platforms
- Applied Analytics Project
- End-to-end project