ICTI

Data Engineering on Google Cloud

Enquiry
Programme Code D151
Domain
Data Science & AI
ICT Infrastructure
Level
Intermediate
Learning Partner(s)
CloudMile
Duration
4 Days
Format Online
Rating
Competencies
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

Overview

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. 

Pre-requisites

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.

Fees



Full Fee

Full course fee

S$2400

8% GST on nett course fee

S$192

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


Agency-sponsored

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.