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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
Online Training

Duration 4 days

Classroom Training

Duration 4 days

Schedule

English
1 hour difference
14/09/2020 ― 17/09/2020 Online Training Time zone: IST
26/10/2020 ― 29/10/2020 Online Training Time zone: IST
09/11/2020 ― 12/11/2020 Online Training Time zone: IST
2 hours difference
04/08/2020 ― 07/08/2020 Online Training This is an English language FLEX course.
Time zone: CEST
22/09/2020 ― 25/09/2020 Online Training Time zone: CEST
28/09/2020 ― 01/10/2020 Online Training This is an English language FLEX course.
Time zone: CEST
3 hours difference
03/11/2020 ― 06/11/2020 Online Training This is an English language FLEX course.
Time zone: CET
09/11/2020 ― 12/11/2020 Online Training Time zone: CET
23/11/2020 ― 26/11/2020 Online Training This is an English language FLEX course.
Time zone: CET
4 hours difference
13/10/2020 ― 16/10/2020 Online Training Time zone: UTC+8
20/10/2020 ― 23/10/2020 Online Training Time zone: CST
03/11/2020 ― 06/11/2020 Online Training This is an English language FLEX course.
Time zone: GMT
9 hours difference
11/08/2020 ― 14/08/2020 Online Training Time zone: CDT
11/08/2020 ― 14/08/2020 Online Training Time zone: CDT
10 hours difference
10/11/2020 ― 13/11/2020 Online Training Time zone: CST
10/11/2020 ― 13/11/2020 Online Training Time zone: CST
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.
Middle East
This is a FLEX course, which is delivered both virtually and in the classroom.