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Google Cloud Platform Big Data And Machine Learning Fundamentals (CPB100)

Learn about the big data and machine learning capabilities of the Google Cloud Platform.

GK# 8325

Course Overview

In this course, you will learn about the big data and machine learning capabilities of the Google Cloud Platform. You will be provided with a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities.

For a more general overview of Google Cloud Platform, see Google Cloud Platform Fundamentals (CP100A).

Delivery Format Options

  • Virtual Classroom Live

    Virtual Classroom Live

    Experience expert-led online training from the convenience of your home, office or anywhere with an Internet connection.


    $599 CAD

    1 day

  • Private Group Training

    Private Group Training

    Train your entire team in a private, coordinated professional development session at the location of your choice.

    Receive private training for teams online and in-person.

Request a date or location for this course.

What You'll Learn

  • Purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform
  • Use CloudSQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud Platform
  • Employ BigQuery and Cloud Datalab to carry out interactive data analysis
  • Choose between Cloud SQL, BigTable, and Datastore
  • Train and use a neural network using TensorFlow
  • Choose between different data processing products on the Google Cloud Platform


At least one year of experience with one or more of the following:
  • A common query language such as SQL
  • Extract, transform, load activities
  • Data modeling
  • Machine learning and/or statistics
  • Programming in Python


Who Needs To Attend

  • Data analysts
  • Data scientists
  • Business analysts

Course Outline

Download Course Outline