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
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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)
Certification
Certification
Entry Requirements
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
Ngee Ann Polytechnic reserves the right to reschedule/cancel any programme, modify the fees and amend information without prior notice.
(Course fee is payable upon acceptance. It is inclusive of 7% GST and subject to review.)
| Applicants / Eligibility | Fees |
|---|---|
| Full course fees | $1337.50 |