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
  • Sverige: 2.600,– €

Schedule

English

Time zone: Central European Summer Time (CEST)   ±1 hour

Online training Time zone: Central European Summer Time (CEST) Course language: English
Online training Time zone: Central European Summer Time (CEST) Course language: English
Online training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)
Online training Time zone: Central European Time (CET) Course language: English
Online training Time zone: Central European Time (CET) Course language: English

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)

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 Course language: English
Online training Time zone: Eastern Standard Time (EST) Course language: English
Online training Time zone: Eastern Standard Time (EST) Course language: English

7 hours difference

Online training Time zone: Central Daylight Time (CDT) Course language: English
Online training Time zone: Central Daylight Time (CDT) Course language: English
Online training Time zone: UTC+8 Course language: English
Instructor-led Online Training:   This is an Instructor-Led Online course
This is a FLEX course, which is delivered both virtually and in the classroom.

Middle East

Oman

Muscat Course language: English
Muscat Course language: English
Muscat Course language: English

Qatar

Doha Course language: English
Doha Course language: English
Doha Course language: English

Saudi Arabia

Riyadh Course language: English
Riyadh Course language: English
Riyadh Course language: English

United Arab Emirates

Dubai Course language: English
Dubai Course language: English
Dubai Course language: English
This is a FLEX course, which is delivered both virtually and in the classroom.