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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
Time zone +04
Mar 21-24, 2021 Online Training
Sep 5-8, 2021 Online Training
1 hour difference
Feb 16-19, 2021 Online Training This is an English language FLEX course.
Time zone: IST
Apr 13-16, 2021 Online Training This is an English language FLEX course.
Time zone: IST
Oct 12-15, 2021 Online Training This is an English language FLEX course.
Time zone: IST
Dec 7-10, 2021 Online Training This is an English language FLEX course.
Time zone: IST
2 hours difference
Mar 22-25, 2021 Online Training This is an English language FLEX course.
Time zone: Eastern European Time (EET)
Jun 28-Jul 1, 2021 Online Training This is an English language FLEX course.
Time zone: Central European Summer Time (CEST)
3 hours difference
Nov 23-26, 2020 Online Training This is an English language FLEX course.
Time zone: Central European Time (CET)
Apr 13-16, 2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Jun 8-11, 2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Aug 3-6, 2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Oct 5-8, 2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
Nov 29-Dec 2, 2021 Online Training This is an English language FLEX course.
Time zone: Central European Time (CET)
4 hours difference
Feb 2-5, 2021 Online Training Time zone: Greenwich Mean Time (GMT)
Dec 7-10, 2021 Online Training This is an English language FLEX course.
Time zone: Greenwich Mean Time (GMT)
8 hours difference
Apr 27-30, 2021 Online Training Time zone: Eastern Daylight Time (EDT)
Apr 27-30, 2021 Online Training Time zone: Eastern Daylight Time (EDT)
Sep 7-10, 2021 Online Training Time zone: Eastern Daylight Time (EDT)
Sep 7-10, 2021 Online Training Time zone: Eastern Daylight Time (EDT)
9 hours difference
Jul 6-9, 2021 Online Training Time zone: Central Daylight Time (CDT)
Jul 6-9, 2021 Online Training Time zone: Central Daylight Time (CDT)
10 hours difference
Feb 16-19, 2021 Online Training Time zone: Central Standard Time (CST)
Feb 16-19, 2021 Online Training Time zone: Central Standard Time (CST)
Nov 16-19, 2021 Online Training Time zone: Central Standard Time (CST)
Nov 16-19, 2021 Online Training Time zone: Central Standard Time (CST)
Guaranteed date:   Fast Lane 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.
Middle East
United Arab Emirates
Mar 21-24, 2021 Dubai Course language: English
Sep 5-8, 2021 Dubai Course language: English
Qatar
Sep 5-8, 2021 Doha Course language: English
Saudi Arabia
Mar 21-24, 2021 Riyadh Course language: English
Guaranteed date:   Fast Lane 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.
This is a FLEX course, which is delivered both virtually and in the classroom.