ICTI

From Data to Insights with Google Cloud Platform

Enquiry
Programme Code D156
Domain
Data Science & AI
ICT Infrastructure
Level
Foundation
Learning Partner(s)
CloudMile
Duration
3 Days
Format Online
Rating
Competencies
Machine Learning Exploration Analysis Data Exploration & Analysis Cloud Infrastructure
Job Roles
ICT&SS Professional Infrastructure Engineer Infrastructure Architect Data Engineer AI Engineer

Overview

Explore ways to derive insights from data at scale using BigQuery, Google Cloud’s serverless, highly scalable, and cost-effective cloud data warehouse. This course uses lectures, demos, and hands-on labs to teach participants the fundamentals of BigQuery, including how to create a data transformation pipeline, build a BI dashboard, ingest new datasets, and design schemas at scale.

Key Takeaways

At the end of this programme, you will be able to:

  • Derive insights from data using the analysis and visualisation  tools on Google Cloud Platform 
  • Load, clean, and transform data at scale with Google  Cloud Dataprep 
  • Explore and Visualise data using Google Data Studio 
  • Troubleshoot, optimise, and write high performance queries 
  • Practice with pre-built ML APIs for image and text understanding 
  • Train classification and forecasting ML models using SQL  with BQML


Who Should Attend

Please refer to the job roles section.

Prerequisites

Basic proficiency with ANSI SQL

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$1800

8% GST on nett course fee

S$144

Total nett course fee payable, including GST S$1944
With effect from 1 Jan 2023 till 31 Dec 2023




Upcoming Classes

Class 1
16 Oct 2023 to 18 Oct 2023 (Full Time)
Duration: 3 days
When: Oct - 16, 17, 18
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.