Overview
Become a future-ready data analyst in 12 weeks. General Assembly sees the potential in you. As Singapore’s leading tech skills educator, we’ve helped thousands transition into high-growth digital careers. Now, we’re introducing the next evolution in analytics education: AI Native Data Analytics.
You won’t just learn how to analyse data — you’ll learn how to partner with AI to work faster, think sharper, and deliver insights that drive smarter decisions. We leverage tools like ChatGPT Plus, GitHub Copilot, and cutting-edge AI libraries to give you the hands-on skills employers now expect. You’ll also receive personalised career coaching and IMDA-aligned job support to help you break into Singapore’s competitive tech landscape.
An AI Native Data Analyst doesn’t just use AI tools— they analyse, interpret, and problem-solve with AI integrated into every step of the analytics workflow. It’s a fundamental shift in how insights are delivered:
AI accelerates cleaning, transformation, and feature engineering
Analysts shift from manual coding to higher-level strategic thinking
Teams ship insights faster, with fewer errors
Businesses gain deeper intelligence and stronger competitive advantage
Course Description & Learning Outcomes
Use AI as your analysis co-pilot with prompt engineering for data cleaning, SQL generation, exploration, and statistical explanations.
Validate AI-generated insights for accuracy, bias, and business relevance.
Build intelligent workflows using LangChain, Hugging Face, and other AI libraries.
Automate categorisation, summarisation, reporting, documentation, and routine data tasks.
Gain full data-stack skills: SQL, Python, Pandas, NumPy, Scikit-Learn, Power BI/Tableau, and Generative AI tools.
Deliver a capstone project showcasing an end-to-end AI-powered analytics solution.
Recommended Prerequisites
Kickstart a career in one of tech’s fastest-growing fields. Our AI Native Data Analytics Bootcamp equips you with essential skills, dedicated career coaching, and employer connections to launch your journey fast. Government subsidies are available for Singaporean citizens and Permanent Residents.
Schedule
End Date: 05 Jun 2026, Friday
Mon - Fri | 9AM - 5PM (Except Mar 20, Apr 3, May 1, May 27, Jun 1)
Location: 79 Anson Road, #20-01, 079906 and OnlineSkills Covered
PROFICIENCY LEVEL GUIDE
Beginner: Introduce the subject matter without the need to have any prerequisites.
Proficient: Requires learners to have prior knowledge of the subject.
Expert: Involves advanced and more complex understanding of the subject.
- Data Analytics (Proficiency level: Expert)
- Data Mining (Proficiency level: Expert)
- Data Visualisation (Proficiency level: Expert)
