Course Information
LEARNING THE RELATIONSHIP BETWEEN INPUT AND OUTPUT DATA
- Perform feature selection for various predictive models
- Develop and apply the various regression techniques to predict values
- Develop and apply the various classification techniques to predict categories
- Evaluate and select predictive models
You may also join our interest mailing list for updates on future runs of this course or other similar courses.
Learning Outcomes
- _x000D_
- Perform feature selection for various predictive models
- Develop and apply the various regression techniques to predict values
- Develop and apply the various classification techniques to predict categories
- Evaluate and select predictive models
_x000D_
_x000D_
_x000D_
_x000D_
_x000D_
Course
Schedule
Course Date: TBC_x000D_
Application Period: TBC_x000D_
Duration: 3 days_x000D_
Time: 9am to 6pm_x000D_
Ngee Ann Polytechnic reserves the right to reschedule/cancel any programme, modify the fees and amend information without prior notice.
Lesson Plan
This course consists of 1 modules:
- _x000D_
- Regression Techniques such as Linear regression, multiple regression
- Classification Techniques such as K-nearest neighbours, Support vector_x000D_
machines - Model performance and evaluation
_x000D_
_x000D_
_x000D_
Trainer's Profile
Wei-Meng Lee is a technologist and founder of Developer Learning Solutions, a company specializing in hands-on training on the latest technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming makes understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as DevX.com, MobiForge.com, and CoDe Magazine
Certification
In-class assessments._x000D_
_x000D_
_x000D_
Entry Requirements
- _x000D_
- Applicants should be conversant with basic IT skills and have intermediate programming experience
- Applicants should preferably have passed GCE ‘O’ Levels course of study
_x000D_
_x000D_
Course Fees
_x000D_
Course fee is payable upon acceptance. It is inclusive of 7% GST and subject to review._x000D_
_x000D_
For more information on other subsidies, please click here. _x000D_
_x000D_
_x000D_
_x000D_
_x000D_
_x000D_
_x000D_
Applicants / Eligibility | Fees |
---|---|
Full course fee | $1712.00 |
For Singaporeans aged 40 & above / Singaporeans or PRs sponsored by SMEs* (After 90% SSG Funding Subsidy) | $193.60 |
Singaporeans and PRs (After 70% SSG Funding Subsidy) | $513.60 |