Professional Certificate in Data Engineering with Cloud

Data Lakes and Data Warehouses with Cloud: To be advised
Big Data and Machine Learning with Cloud: To be advised
Data Engineering Pipelines with Cloud: To be advised

Duration: 6 Days

Course Objectives

This Professional Certificate will equip learners with the following competencies:

  • Learn the role of Cloud Computing in Data Engineering
  • Understand data lakes and data warehouses concepts with cloud
  • Understand how cloud helps in big data engineering and machine learning
  • Learn the role of cloud services for data engineering tasks

Job Role Readiness

It will prepare learners for the following job roles :

  • Data Analysts
  • Data Engineers
  • Data Scientists

Who Should Attend

Professionals and mid-career PMETs. 


At least a polytechnic diploma.

Course Conveners

(Click their photos to view their short biographies)

ddddd Ganesh Neelakanta Lyer

Dr Ganesh Neelakanta LyerDr Ganesh Neelakanta Lyer

eeeee Samantha Sow

Ms Samantha SowMs Samantha Sow

Course Fees

Singapore Citizens
39 years old or younger
40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants
Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.

To enquire, email

To register, click Register

Course Codes:
Data Lakes and Data Warehouses with Cloud: TGS-2023017997 / TGS-2023017976 (Synchronous e-learning)
Big Data and Machine Learning with Cloud: TGS-2023017998 / TGS-2023017989 (Synchronous e-learning)
Data Engineering Pipelines with Cloud: TGS-2023017993 / TGS-2023017994 (Synchronous e-learning)

For members of public and NUS Alumnus (without R&G Voucher), please follow the steps below:

 Select Short Course / Modular Course -> Apply for Myself -> Browse Academic Modules / Short Courses-> Module/Course Category -> Short Courses -> Browse Courses-> Advanced Computing for Exe (Faculty/Department / Unit)

Please download the user guide for NUS Online Application Portal after you click ‘Apply for Myself’ if you need assistance.