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Data Engineering on Google Cloud Platform (DEGCP)

 

Course Overview

This four-day instructor-led class provides participants a hands-on introduction to designing and building data processing systems on Google Cloud Platform. Through a combination of presentations, demos, and hand-on labs, participants will learn how to design data processing systems, build end-to-end data pipelines, analyze data and carry out machine learning. The course covers structured, unstructured, and streaming data.

Who should attend

This class is intended for experienced developers who are responsible for managing big data transformations including:

  • Extracting, Loading, Transforming, cleaning, and validating data
  • Designing pipelines and architectures for data processing
  • Creating and maintaining machine learning and statistical models
  • Querying datasets, visualizing query results and creating reports

Prerequisites

To get the most of out of this course, participants should have:

  • Completed Google Cloud Fundamentals: Big Data and Machine Learning (GCF-BDM) course OR have equivalent experience
  • Basic proficiency with common query language such as SQL
  • Experience with data modeling, extract, transform, load activities Developing applications using a common programming language such Python
  • Familiarity with Machine Learning and/or statistics

Course Objectives

This course teaches participants the following skills:

  • Design and build data processing systems on Google Cloud Platform
  • Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow
  • Derive business insights from extremely large datasets using Google BigQuery
  • Train, evaluate and predict using machine learning models using Tensorflow and Cloud ML
  • Leverage unstructured data using Spark and ML APIs on Cloud Dataproc
  • Enable instant insights from streaming data
Classroom Training

Duration 4 days

 
Click on town name to book Schedule
Middle East
Europe
Germany
27/08/2019 - 30/08/2019 Düsseldorf
10/09/2019 - 13/09/2019 Frankfurt
07/10/2019 - 10/10/2019 Hamburg
15/10/2019 - 18/10/2019 Stuttgart
04/11/2019 - 07/11/2019 Munich
12/11/2019 - 15/11/2019 Berlin
26/11/2019 - 29/11/2019 Düsseldorf
10/12/2019 - 13/12/2019 Frankfurt
Austria
04/11/2019 - 07/11/2019 Vienna (iTLS)
Belgium
17/12/2019 - 20/12/2019 Brussels Course language: English
Bulgaria
14/10/2019 - 17/10/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
France
17/12/2019 - 20/12/2019 Paris
Italy
03/09/2019 - 06/09/2019 Milan Course language: English
12/11/2019 - 15/11/2019 Rome Course language: English
10/12/2019 - 13/12/2019 Milan Course language: English
Netherlands
27/08/2019 - 30/08/2019 Utrecht Course language: English
24/09/2019 - 27/09/2019 Eindhoven Course language: English
29/10/2019 - 01/11/2019 Utrecht Course language: English
Poland
22/10/2019 - 25/10/2019 Warsaw
Portugal
05/11/2019 - 08/11/2019 Lisbon
Romania
02/12/2019 - 05/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Bucharest
Serbia
02/09/2019 - 05/09/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Belgrade
Spain
22/10/2019 - 25/10/2019 Madrid
Switzerland
10/09/2019 - 13/09/2019 Zurich
10/12/2019 - 13/12/2019 Zurich
United Kingdom
03/09/2019 - 06/09/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
19/11/2019 - 22/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
North America
United States
20/08/2019 - 23/08/2019 Online Training Time zone: US/Eastern Course language: English
22/10/2019 - 25/10/2019 Online Training Time zone: US/Central Course language: English
17/12/2019 - 20/12/2019 Online Training Time zone: US/Eastern Course language: English
Canada
20/08/2019 - 23/08/2019 Online Training Time zone: Canada/Eastern Course language: English
22/10/2019 - 25/10/2019 Online Training Time zone: Canada/Central Course language: English
Latin America
Argentina
10/12/2019 - 13/12/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish
Brazil
24/09/2019 - 27/09/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
03/12/2019 - 06/12/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
Chile
25/09/2019 - 28/09/2019 Online Training Time zone: America/Santiago 3 days Course language: Spanish
Colombia
20/08/2019 - 23/08/2019 Online Training Time zone: America/Bogota Course language: Spanish
Costa Rica
01/10/2019 - 04/10/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish
Peru
05/11/2019 - 08/11/2019 Online Training Time zone: America/Lima Course language: Spanish
Asia Pacific
India
09/09/2019 - 12/09/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Calcutta
Singapore
09/09/2019 - 12/09/2019 Singapore
04/11/2019 - 07/11/2019 Singapore
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.