Data Engineering on Google Cloud

Programme Code D151
Data Science & AI
ICT Infrastructure
Learning Partner(s)
4 Days
Format Online
Data Systems Integration Machine Learning Data Systems Engineering Cloud Infrastructure Cloud Application Engineering
Job Roles
ICT&SS Professional Infrastructure Engineer Infrastructure Architect Data Engineer AI Engineer


This course is delivered by CloudMile.

Get hands-on experience with designing and building data processing systems on Google Cloud. This course uses lectures, demos, and hands-on labs to show participants how to design data processing systems, build end-to-end data pipelines, analyse data, and implement machine learning. It covers structured, unstructured, and streaming data.

Key Takeaways

At the end of this programme, you will be able to:
  • Design and build data processing systems on Google Cloud
  • Process batch and streaming data by implementing autoscaling data pipelines on Dataflow
  • Derive business insights from extremely large datasets using BigQuery
  • Leverage unstructured data using Spark and ML APIs on Dataproc
  • Enable instant insights from streaming data
  • Understand ML APIs and BigQuery ML, and learn to use AutoML to create powerful models without coding

Who Should Attend

Please refer to the job roles section. 


To get the most out of this programme, you should:
  • have completed Google Cloud Big Data and ML Fundamentals programme
  • basic proficiency with a common query language such as SQL
  • experience with data modeling and ETL (extract, transform, load) activities
  • experience with developing applications using a common programming language such as Python
  • familiarity with machine learning and/or statistics

Programme Structure

This course is delivered via Virtual Instructor-Led Training. There is technical assessment which includes labs and quiz sessions as part of this course.


Full Fee

Full course fee


8% GST on nett course fee


Total nett course fee payable, including GST S$2592

With effect from 1 Jan 2023 till 31 Dec 2023

Upcoming Classes

Class 1
17 Jul 2023 to 20 Jul 2023 (Full Time)
Duration: 4 days
When: Jul - 17, 18, 19, 20
Time : 9:00 AM to 5:00 PM
Class 2
04 Dec 2023 to 07 Dec 2023 (Full Time)
Duration: 4 days
When: Dec - 04, 05, 06, 07
Time : 9:00 AM to 5:00 PM

How To Register


Step 1 Apply through your organisation's training request system

Step 2 Your organisation's training request system (or relevant HR staff) confirms your organisation's approval for you to take the course.

Your organisation will send registration information to the academy.

Organisation HR L&D or equivalent staff can click here for details of the registration submission process.

Step 3 GovTech Digital Academy will inform you whether you have been successful in enrolment.