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Short Course

Big Data and Machine Learning with Cloud

Course ScheduleDuration (days)Mode of DeliveryTGS Reference Number
To be advised2Classroom LearningTGS-2025056368
To be advised2Synchronous e-LearningTGS-2025056395
This course is offered biannually, available once every six months.

Course Overview

This course teaches how big data and machine learning models in cloud world. It includes different categories of products such as ingestion and process, storage, analytics and machine learning. It will cover different types of services for data engineering with cloud mainly from big data and machine learning perspective.

Course Objectives

This course will equip learners with the following competencies:

  • Learn foundations of big data and machine learning
  • Understand different types of cloud products for big data and ML
  • Learn some of the Software as a Service (SaaS) and Platform as a Service (PaaS) services in cloud useful for data engineering

Prerequisites

Diploma

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This programme is part of

  • Professional Certificate in Data Engineering with Cloud

    • Funding Available

  • SkillsFuture Funding
  • Enhanced Training Support
  • SFEC
  • PSEA

    • Instructors


    Dr Ai Xin

    Dr Ai Xin

    Dr Ai Xin is currently a Lecturer with the School of Computing at the National University of Singapore (NUS). She has many years’ experience teaching Artificial Intelligence and Data Science courses such as machine learning, deep learning and data mining. She graduated from NUS with a PhD degree in Electrical and Computer Engineering. Her research focused on Game Theoretical Modelling, Optimization Methods, Algorithm Design and Wireless Networks. She worked at BHP Billiton Marketing Asia for eight years, gaining extensive industry experience in various functions such as risk management, supply chain management, and sales and marketing planning.

    Course Fees


    Singapore Citizens Singapore PRs Enhanced Training Support for SMEs International Participants
    39 years old
    or younger    		 40 years old
    or older
    Full Course Fee S$1,900.00 S$1,900.00 S$1,900.00 S$1,900.00 S$1,900.00
    9% GST on Full Course Fee S$171.00 S$171.00 S$171.00 S$171.00 S$171.00
    SSG Funding S$950.00 S$950.00 S$950.00 S$950.00 -
    Additional Funding if Eligible under Various Schemes - S$380.00 - S$380.00 -
    Total Nett Course Fee Payable, including GST S$1,121.00 S$741.00 S$1,121.00 S$741.00 S$2,071.00
    1. Total nett course fee payable, including GST, after additional funding from various funding schemes.
    2. Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.
    3. The applicable funding is for Singaporeans and Singapore PRs. This is subject to change and in accordance with SSG funding guidelines as of course commencement.