Overview
This graduate certificate teaches how to build Intelligent Systems that solve problems by computational reasoning using captured domain knowledge and data. Example applications include, question answering systems such as IBM's Watson, personal assistants such as Amazon’s Alexa Skills and game-playing systems such as Google's AlphaGo.
Key Takeaways
- Build intelligent reasoning systems capable of problem solving across a wide range of business and scientific/engineering domains
- Understand core concepts and techniques underlining intelligent reasoning systems
- Be familiar with current best practices and tools for building intelligent reasoning systems
Fees & Subsidies
| Graduate Certificate in Intelligent Reasoning Systems |
Singapore Citizens & PRs aged 21 years and above (70% funding support) |
Singapore Citizens aged 40 years and above (90% funding support) |
Enhanced Training Support for SMEs (ETSS) (90% funding support) |
International /Others |
| Singapore Citizens |
PRs |
| Reasoning Systems |
S$1,553.25 |
S$1,553.25 |
S$S$603.25 |
S$S$603.25 |
S$5,177.50 |
| Cognitive Systems |
S$931.25 |
S$931.25 |
S$361.95 |
S$361.95 |
S$3,106.50 |
| Machine Reasoning |
S$1,242.60 |
S$1,242.60 |
S$482.60 |
S$482.60 |
S$4,142 |
| Total nett fee payable, inclusive of GST |
S$3,727.80 |
S$3,727.80 |
S$1,447.80 |
S$1,447.80 |
S$12,426 |
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 |