Intended Audience
This practice module is targeted at participants who wish to complete the certification process for the Certificate in Pattern Recognition Systems.
Prerequisites
Participants must have successfully completed all (or have been exempted from) the three course modules for the Certificate in Pattern Recognition Systems:
- Problem Solving using Pattern Recognition
- Pattern Recognition and Machine Learning Systems
- Intelligent Sensing and Sense Making
Components
There are two parts to the Practice Module.
Practice Project:
Participants will need to undertake a project to gain practical experience and demonstrate their understanding and mastery of the skills taught in the three component courses. The practice project will require each participant to expend an estimated 10 days of effort. These days are not expected to be contiguous and may stretch over many weeks. These projects may be conducted by individual participants or in teams depending on the nature of the project requirements.
Examination:
Each participant is required to sit for an examination on a stipulated date and time.
The overall grade for the participant will be based on the Practice Project and Examination.
Practice Project Examples:
- House price prediction
- Estimate house price
- Recommend neighborhood of property
- Use deep neural networks, clustering and dimensionality reduction techniques
- Image Based Traffic Density Real Time Prediction
- Real-time traffic image and prediction
- Image based traffic density method
- Deep neural networks
- Automatic image caption generation
- Wearable sensors for human activity recognition
- Hand gesture recognition
Application (For Stackable Students)
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Semester 1 (Jul to Nov)
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Application*
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15 Apr to 15 Jun
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Payment Deadline
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30 Jun
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Briefing
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First two weeks of Jul
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* Eligible participants will be contacted 1 week after application closure.
Note:
- Participants are only allowed to take the practice module after completing all courses in the Grad Cert.
- Participants who wish to take the practice module concurrently in the same semester with the courses in the same Grad Cert must write to ask-iss@nus.edu.sg citing reasons by the application deadline. Email requests received after the deadline will not be considered. Requests will be reviewed after the deadline and approved on a case-by-case basis.
- Participants who miss the application window will have to apply for the practice module in the next semester.
- Participants who do not attend the briefing will be withdrawn from the practice module.
Apply Here