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
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Full Fee
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Full course fee
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S$2400
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8% GST on nett course fee
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S$192
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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
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Apply through your organisation's training request system
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Step 2
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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.
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Step 3
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GovTech Digital Academy will inform you whether you have been successful in enrolment.
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