Overview
In this new era of AI and machine learning, it is important for IT professionals especially AI engineers to acquire the cutting-edge, industry-relevant knowledge and skills in these fast-changing areas. Furthermore, there are many employers looking for pattern recognition and machine learning specialists who specialize in developing and applying machine learning algorithms to solve various real-world problems such as image processing, speech recognition, data mining, business analytics, etc.
This certificate provides a well-rounded foundation of knowledge and concepts in pattern recognition, machine learning, deep learning, intelligent sensing and sense making. After completing this certificate, you will get a practical understanding of pattern recognition and machine learning and be able to utilize machine learning and deep learning libraries to solve industry problems. You will become equipped with skills for a career as an AI Specialist.
Key Takeaways
- Build intelligent pattern recognition systems
- Understand core and advanced pattern recognition techniques and gain experience of applying these techniques in practical systems and applications
- Understand and apply advanced signal processing techniques to sensor data
- Be familiar with current best practices and tools for building pattern recognition systems
Fees & Subsidies
| Graduate Certificate in Pattern Recognition Systems |
Singapore Citizens
|
Permanent Residents
|
International/Others |
| Intelligent Sensing and Sense Making |
S$3,600 |
S$3,600 |
S$3,600 |
| Pattern Recognition and Machine Learning Systems |
S$4,500 |
S$4,500 |
S$4,500 |
| Problem Solving using Pattern Recognition |
S$4,500 |
S$4,500 |
S$4,500 |
| Subtotal |
S$12,600 |
S$12,600 |
S$12,600 |
| NUS-ISS Subsidy |
S$5,040 |
S$2,520 |
- |
| Nett fees |
S$7,560 |
S$10,080 |
S$12,600 |
| 9% GST on nett course fee |
S$680.40 |
S$907.20 |
S$1,134 |
| Total nett fee payable, inclusive of GST |
S$8,240.40 |
S$10,987.20 |
S$13,734 |
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 |