Data Engineering on Google Cloud Platform (DEGCP)

 

Course Overview

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 you how to design data processing systems, build end-to-end data pipelines, analyze data, and implement machine learning. This course covers structured, unstructured, and streaming data.

Who should attend

This class is intended for developers who are responsible for:

  • Extracting, loading, transforming, cleaning, and validating data.
  • Designing pipelines and architectures for data processing.
  • Integrating analytics and machine learning capabilities into data pipelines.
  • Querying datasets, visualizing query results, and creating reports.

Certifications

This course is part of the following Certifications:

Prerequisites

To benefit from this course, participants should have completed “Google Cloud Big Data and Machine Learning Fundamentals” or have equivalent experience.

Participants should also have:

  • 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.

Course Objectives

  • 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.

Follow On Courses

Prices & Delivery methods

Online Training

Duration
4 days

Price
  • 2,600.— €
Classroom Training

Duration
4 days

Price
  • Sweden: 2,600.— €

Schedule

English

Time zone: Central European Time (CET)   ±1 hour

Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)
Online Training Time zone: Central European Time (CET)
Online Training Time zone: Central European Time (CET)

2 hours difference

Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)
Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)
Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)

3 hours difference

Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)

6 hours difference

Online Training Time zone: UTC+8
Online Training Time zone: UTC+8
Online Training Time zone: Eastern Standard Time (EST)
Online Training Time zone: Eastern Standard Time (EST)

7 hours difference

Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: UTC+8

9 hours difference

Online Training Time zone: Pacific Daylight Time (PDT)
Online Training Time zone: Pacific Daylight Time (PDT)
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.

Middle East

Oman

Muscat
Muscat
Muscat
Muscat

Qatar

Doha
Doha
Doha
Doha

Saudi Arabia

Riyadh
Riyadh
Riyadh
Riyadh

United Arab Emirates

Dubai
Dubai
Dubai
Dubai
This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.