Courses and modules
SUTD Academy offers courses to ensure you stay relevant in the future economy.
These industry-relevant courses focus on equipping Singaporeans with emerging skills in areas such as Data Analytics, Cybersecurity, Design Innovation, Digital Media, Advanced Manufacturing, Unmanned Aerial Systems, and others.
These industry-relevant courses focus on equipping Singaporeans with emerging skills in areas such as Data Analytics, Cybersecurity, Design Innovation, Digital Media, Advanced Manufacturing, Unmanned Aerial Systems, and others.
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Data Validation and Statistical Analysis with Programming
Effective data science project relies on one critical aspect, data quality. With the right data quality, statistical analysis can then take place which translates data into meaningful insights for businesses. Data Validation plays an important role in ensuring the data is correct and useful in preparation for analysis.
Course dates
23 Mar 2026
Course duration
6 day(s)
Funding available
Up to 90%
Finances
Available funding
| Funding type | Main eligibility |
| SSG Course Fee Grant 70% of course fees (excluding GST) |
Singapore Citizens or Singapore Permanent Residents |
| Mid-Career Enhanced Subsidy (MCES) Up to 90% of course fees. |
Singapore Citizens aged 40 years and above
|
| Enhanced Training Support for SMEs (ETSS) Up to 90% of course fees and 80% of basic hourly salary capped at $7.50/hr. |
Local or PR employees of SMEs
Organisation must be registered or incorporated in Singapore Employment size of not more than 200 or with annual sales turnover of not more than $100 million |
| Union Training Assistance Programme (“UTAP”) 50% unfunded course fee support for up to $250 each year |
NTUC members
Excludes miscellaneous fees such as GST and registration fee etc UTAP application must be submitted within 6 months after course completion |
| Post Secondary Education Account (“PSEA”) |
Singapore Citizens
|
Information is a guide based on subsidy/funding provider. Participants are strongly advised to check the respective websites for the most updated eligibility requirements.
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Choose a programme and begin your journey
SkillsFuture Career Transition Programme (SCTP)
A train-and-place programme with SUTD Academy's employment facilitation and career mentorship. Available in part-time or full-time.
Professional certificate programmes
Accelerate your career journey with SUTD Academy's Professional Certificates. Gain a competitive edge with targeted skills and industry knowledge, tailored for your career aspirations.
ModularMaster programme
Short, bite-sized, modular courses that you can build towards a Master's Degree.
Customised corporate training programme
We work with organisations in a wide range of disciplines to provide innovative design and technology solutions to their businesses. Learn more on how we can partner your organisation to design a programme to address your specific requirements.