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

Certifications

This course is part of the following Certifications:

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

Prices & Delivery methods

Online Training

Duration
4 days

Price (incl. tax)
  • US$ 2,730
Dates and Booking
Enquire a date
Classroom Training

Duration
4 days

Price (incl. tax)
  • United Arab Emirates: US$ 2,730
Dates and Booking
Enquire a date

Schedule

English

Time zone: Gulf Standard Time (GST)

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

2 hours difference

Online Training View the exact training days 3 days 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 Time (EET)

3 hours difference

Online Training Time zone: Central European Time (CET)

4 hours difference

Online Training Time zone: UTC+8
Online Training Time zone: UTC+8

9 hours difference

Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: Central Daylight Time (CDT)
Online Training Time zone: Eastern Standard Time (EST) Guaranteed date!
Online Training Time zone: Eastern Standard Time (EST)

11 hours difference

Online Training Time zone: Pacific Daylight Time (PDT) Guaranteed date!
Online Training Time zone: Pacific Daylight Time (PDT)
Guaranteed date:   We will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
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.

United Arab Emirates

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