Course Information
Leverage on cloud services to automatically build machine learning models with speed and scale.
Learning Outcomes
- Understand business issues from available information
- Identify the appropriate Machine Learning techniques to solve business problems
- Automate Machine Learning Tasks
- Deploy Predictive Model using REST API protocol
Course
Schedule
Course Date: TBC
Application Period: TBC
Duration: 2 days
Time: 9am to 6pm
Delivery Mode: Synchronous e-Learning
Venue: Online
Ngee Ann Polytechnic reserves the right to reschedule / cancel any programme, modify the fees and amend information without prior notice.
Lesson Plan
- Introduction to ML (1 hr)
- Importing datasets and creating experiments (1 hr)
- Using various Modules (1 hr)
- Applying ML Algorithms (2 hrs)
- Building ML Models (1 hr)
- Training and testing model (1 hr)
- Deploying ML Model (1 hr)
- Introduction to AutoML (1 hr)
- Identify ML problems(1 hr)
- Configuring Automated ML and parameters (2 hrs)
- Submission of training runs (1 hr)
- Feature Engineering (1 hr)
- Ensemble Models (1 hr)
- Selection of ML Targets (1 hr)
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
Course Fees
Funding period for this course is from 20 Oct 2020 to 30 Sep 2024.
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 | $1362.50 |
| Singaporeans aged below 40 qualified for SkillsFuture Funding | $408.75 |
| Singaporeans aged 40 & above qualified for SkillsFuture Mid-Career Enhanced Subsidy | $158.75 |
| Singaporeans qualified for Enhanced Training Support for SMEs | $158.75 |
| Singapore Permanent Residents & **LTVP+ qualified for SkillsFuture Funding | $408.75 |
| Singapore Permanent Residents & ##LTVP+ qualified for Enhanced Training Support for SMEs | $158.75 |
| Others (and Repeat Students) | $1362.50 |