Course Information
DISCOVER INSIGHTS IN UNLABELED DATA
- Reduce the complexity of variables in a dataset through dimensionality reduction techniques
- Design and apply unsupervised learning techniques to discover insights in a data set which includes:
- Discover relationships among variables
- Discover and define clusters of related data points
- Discover anomalies and outliers
- Apply network analysis techniques for data points with complex relationships
You may also join our interest mailing list for updates on future runs of this course or other similar courses.
Learning Outcomes
- Reduce the complexity of variables in a dataset through dimensionality reduction techniques
- Design and apply unsupervised learning techniques to discover insights in a data set which includes:
- Discover relationships among variables
- Discover and define clusters of related data points
- Discover anomalies and outliers
- Apply network analysis techniques for data points with complex relationships
Course
Schedule
Course Date: TBC
Application Period: TBC
Duration: 3 days
Time: 9am to 6pm
Delivery Mode: Synchronous e-Learning
Venue: Online
Please take note that photos and videos may be taken during the course for record and publicity purposes.
Ngee Ann Polytechnic reserves the right to reschedule/cancel any programme, modify the fees and amend information without prior notice.
Certification
In-class assessments.
Entry Requirements
- Applicants should be conversant with basic IT skills and have intermediate programming experience
- Applicants should preferably have passed GCE ‘O’ Levels course of study
Course Fees
SkillsFuture Credit
All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website to choose from the courses available on the Training Exchange course directory.
Union Training Assistance Programme (UTAP)
NTUC members enjoy 50% unfunded course fee support for up to $250 each year (or up to $500 for NTUC members aged 40 years old and above) when you sign up for courses supported under UTAP (Union Training Assistance Programme). Please visit e2i’s website to find out more.
Enhanced training support for SMEs
For enhanced training support for SMEs, enter SME in the promo code during course application.
Long Term Visit Pass Plus (LTVP+) holders, please furnish the following documents to the course administrator to qualify for SSG funding:
Self-sponsored learner (**LTVP+): Copy of your green visit pass card, with the word ‘PLUS’ on the back of the card.
Co-sponsored learner (##LTVP+): Copy of valid and current Letter of Consent (LOC) from MOM
GST Increment in 2024
Please note that the GST rate will be revised to 9% with effect from 1 Jan 2024, as such any payable course fees will be subjected to the new GST rate adjustments in 2024.
Note:
- The fees below are determined based on prevailing funding policies and subject to review and revision.
- Please refer to our FAQs for more information.
Ngee Ann Polytechnic reserves the right to reschedule/cancel any programme, modify the fees and amend information without prior notice.
| Applicants / Eligibility | Fees |
|---|---|
| Full course fee | $1744.00 |
| Singaporeans aged below 40 qualified for SkillsFuture Funding | $523.20 |
| Singaporeans aged 40 & above qualified for SkillsFuture Mid-Career Enhanced Subsidy | $203.20 |
| Singaporeans qualified for Enhanced Training Support for SMEs | $203.20 |
| Singapore Permanent Residents & **LTVP+ qualified for SkillsFuture Funding | $523.20 |
| Singapore Permanent Residents & ##LTVP+ qualified for Enhanced Training Support for SMEs | $203.20 |
| Others (and Repeat Students) | $1744.00 |