Google Cloud Big Data and ML Fundamentals

Overview

Overview

Duration 1 day
Course Time 9.00am - 5.00pm
Enquiry Click here to contact us
This course is delivered by CloudMile.

This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

Key Takeaways

Key Takeaways

At the end of this course, the participiants will be able to:

  • Recognise the data-to-AI lifecycle on Google Cloud and the major big data and machine learning products
  • Design streaming pipelines with Dataflow and Pub/Sub
  • Analyse big data at scale with BigQuery
  • Identify different options to build machine learning solutions on Google Cloud
  • Describe a machine learning workflow and the key steps with Vertex AI
  • Build a machine learning pipeline using AutoML



Who Should Attend

Who Should Attend

This course is ideal for AI Engineers, Data Engineers, Infrastructure Engineers and Infrastructure Architects.



ICT and SS Competency Framework

ICT and SS Competency Framework

As part of the ICTCF, this course falls under the Data Science & AI and ICT Infrastructure clusters and tagged to the following competencies:
  • Apps Development: Cloud Application Engineering
  • Data Science & AI: Machine Learning
  • ICT Infrastructure: Cloud Infrastructure

The course is mapped to the following job roles:
  • AI Engineer
  • Data Engineer
  • Infrastructure Architects
  • Infrastructure Engineers

Course Structure

Course 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.

Instructors

Instructors


Fees

Fees


Full Fee

Full course fee

S$680

7% GST on nett course fee

S$47.60

Total nett course fee payable, including GST S$727.60




How To Register

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 The Digital Academy will inform you whether you have been successful in enrolment.