Academy for Continuing Education (ACE)

Making data-driven decisions is the difference between keeping up with the competition or falling further behind. Machine Learning can be the key to unlocking the value of corporate and customer data and enacting decisions that keep a company ahead of the competition. This technology can be used for predictive maintenance, sales forecasting, supply optimization, personalised recommendation and many more.

Laptops will be provided for the duration of the course.

This applied learning workshop comprises two learning phases:

• Phase 1 (2 days) prepares participants with the foundational skills and knowledge required to get started with machine learning development. In this phase, we explain the various machine learning techniques, share use cases, prepare machine learning-ready data, perform modelling and prediction, followed by hands-on lab exercises.


• Phase 2 (2 days) focuses on project development facilitation. Participants will form project groups of 1 to 4 participants with a real project in-hand. And a mentor will be assigned to facilitate the engagement of the real project amongst project participants.

Learning Objectives

At the end of the course, you will be able to:

• Learn the building blocks of Machine Learning solution
• Gather and prepare data for Machine Learning
• Train, evaluate and deploy the model
• Apply Machine Learning on a real use-case or other scenarios in the project (Phase 2).

Who should attend?

Managers, officers and professionals involved in driving innovation and decision making in their organizations

Entry Requirement

Participants should have a good knowledge in Python programming

Certification

Participants will be awarded the Certificate of Attendance by Republic Polytechnic upon meeting 80% of attendance requirement.

Course Dates

Click "APPLY NOW" to check available course dates and to register.

Course Duration

4 days

If you are not available on the dates listed in our registration portal, we would like to hear from you by clicking here

Note:
*Payment may be made using SkillsFuture Credit.
*Fees reflected are inclusive of Goods & Service Tax (GST).
*From 1 July 2020, Workfare Training Scheme (WTS) and fee subsidy under WTS will cease. WTS will be replaced by Workfare Skills Support Scheme (WSS). For more information on WSS, please refer to www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html

Republic Polytechnic reserves the right to make changes to the course fee and application closing dates without prior notice. The commencement of each course is subject to sufficient number of participants.

All information is accurate at time of publishing.