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Google Cloud Big Data & Machine Learning Fundamentals

Google Cloud Big Data & Machine Learning Fundamentals

Special Promotion

Book your seat with promo code GCPFREE to enjoy this course for FREE!
* T&Cs Apply | Valid till further notice | Limited seats, first come first serve | Virtual training, 9am-5.30pm Malaysia time (GMT+8) |


Course Overview

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.

• Recognize the data-to-AI lifecycle on Google Cloud and the major products of big data and machine learning
• Design streaming pipelines with Dataflow and Pub/Sub
• Design streaming pipelines with Dataflow and Pub/Sub
• Analyze 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

Audience Profile

This course is suitable for:

• Data analysts, data scientists, and business analysts who are getting started with Google Cloud
• Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualizing query results, and creating reports
• Executives and IT decision makers evaluating Google Cloud for use by data scientists


Basic understanding of one or more of the following:

• Database query language such as SQL
• Data engineering workflow from extract, transform, load, to analysis, modeling, and deployment
• Machine learning models such as supervised versus unsupervised models

Course Outline

Course Outline

  • Big Data and Machine Learning on Google Cloud
  • Data Engineering for Streaming Data
  • Big Data with BigQuery
  • Machine Learning Options on Google Cloud
  • The Machine Learning Workflow with Vertex AI
  • Course Summary


Code GDE1
Duration 1 Day
Full Price RM 1,800
Early Bird Price RM 1,600

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    early bird discount!