Overview
The Graduate Certification in Intelligent Financial Risk Management focuses on extracting knowledge for decision making from financial data which involves analyzing and gaining insights from financial data sources. It also explores augmenting customer information using alternative data sources to complement decision making for financial services (banks, insurance, non-banking financial related services, etc.).
It targets data analysts and Data Scientists/AI Specialists who wish to gain skills & knowledge in Data Science/Artificial Intelligence for application in the financial services domain, for example, fraud detection, new customer acquisition (credit scoring), portfolio management, meeting regulatory requirement, product innovation etc. This certificate consists of four component courses and a practice module.
The four component courses are:
- Advance Machine Learning for Financial Services
- Explainable & Responsible AI for Finance
- Credit Risk Modelling and Analytics
- Alternative Data for Fintech Innovation
The main aim of the practice module is for the students to assimilate the knowledge gained through the four component courses and to be able to apply them in a holistic manner to solve real-world DS/AI problems in the financial services sector. The practice module consists of two parts i.e. a Practice Project and an Examination.
Fees & Subsidies
| Graduate Certificate in Intelligent Financial Risk Management |
Singapore Citizens
|
Permanent Residents
|
International/Others |
| Advanced Machine Learning for Financial Services |
S$3,600 |
S$3,600 |
S$3,600 |
| Explainable & Responsible AI for Finance |
S$2,700 |
S$2,700 |
S$2,700 |
| Credit Risk Modelling and Analytics |
S$4,500 |
S$4,500 |
S$4,500 |
| Alternative Data for Fintech Innovation |
S$2,700 |
S$2,700 |
S$2,700 |
| Subtotal |
S$13,500 |
S$13,500 |
S$13,500 |
| NUS-ISS Subsidy |
S$5,400 |
S$2,700 |
- |
| 9% GST on nett course fee |
S$729 |
S$972 |
S$1,215 |
| Total nett fee payable, inclusive of GST |
S$8,829 |
S$11,772 |
S$14,715 |
Note:
1. The Graduate Certificate (Grad Cert) fees above are valid from 1 July 2022 to 30 June 2025. NUS-ISS reserves the right to amend the fees without notice.
2. The subsidy applies on the start date of the first course of the Grad Cert. Full payment must be made for all courses under the Grad Cert before the start of the first course.
3. Participants who enrol for the entire Grad Cert must join the timetable for the through-train MTech programme. Participants who wish to have a more flexible timetable may opt to take the same courses under NUS-ISS Executive Education but will not be entitled to Grad Cert subsidies.
4. NUS-ISS subsidies are only for eligible self-paying participants.
5. The subsidy will be pro-rated by the courses taken in the Grad Cert. If a participant is given a waiver for a component course, the subsidy will be reduced in proportion.
6. Participants who have previously taken a course, whether in part or in full, but have not received a waiver for the course will not receive subsidy for subsequent attendance of the modular course. The overall subsidy for the Grad Cert will be reduced in proportion.
7. There is no subsidy for the Grad Cert Practice Module.
| |
Full Fee |
| Practice Module (10 Man Days) |
S$200 |
| 9% GST on nett course |
S$18 |
| Total fee payable |
S$218 |