Overview
As one matures in Business Analytics Practice, it becomes clear that there are many practical problems in the industry which requires more advanced techniques to solve.
These specialist areas are not typically taught in foundation level courses. If you want to deepen your knowledge in Business Analytics and want to perform challenging planning & forecasting which you can’t perform with your current foundational level knowledge, this certificate equips you with that. It gives you the additional knowhow how your current knowledge can be channelised to Health, Government or other domains to improve business performance with the help of data analytics.
This certificate accomplishes these objectives through the following individual courses:
- Complex Predictive Modelling & Forecasting
- Product & Pricing Analytics.
- Analytics for Commercial Excellence.
When the participants finish these courses, they can sign up for the Graduate Certificate Practice Module. In this practice module, the participants will do a substantial real world project focusing on the outcomes above, and they will also sit for a Master’s level examination on the topic. (Please see the practice module descriptions for more details). When they successfully complete the Practice Module, they will be awarded the Graduate Certificate in Specialised Predictive Modelling.
Note: It is expected that students come to attend this certificate either after completion of BAP Certificate or have equivalent knowledge and practice of Business Analytics and are proficient in R and/or Python coding.
Fees & Subsidies
| Graduate Certificate in Complex Predictive Modelling & Forecasting |
Singapore Citizens
|
Permanent Residents
|
International/Others |
| Complex Predictive Modelling & Forecasting |
S$4,500 |
S$4,500 |
S$4,500 |
| Product & Pricing Analytics |
S$3,600 |
S$3,600 |
S$3,600 |
| Analytics for Commercial Excellence |
S$3,600 |
S$3,600 |
S$3,600 |
| Subtotal |
S$11,700 |
S$11,700 |
S$11,700 |
| NUS-ISS Subsidy |
S$4,680 |
S$2,340 |
- |
| 9% GST on nett course fee |
S$631,80 |
S$842.40 |
S$1,053 |
| Total nett fee payable, inclusive of GST |
S$7,651.80 |
S$10,202.40 |
S$12,753 |
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 |