€1,999

Data engineering on Google Cloud Platform

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Location

Atoomclub Amsterdam

65 Overschiestraat

1062 XD Amsterdam

Netherlands

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Refund Policy

Refund Policy

Refunds up to 1 day before event

Event description

Description

Course description

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.

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

Audience

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 out of this course, participants should have:

  • Completed Google Cloud Fundamentals: Big Data & Machine Learning 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 as Python
  • Familiarity with Machine Learning and/or statistics

Duration

4 days (32 hours)

Certificate

Your participation will be acknowledged by a digital certificate that you can add to your LinkedIn profile or other platforms.

Modules

For detailed information on the modules click here.

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Date and Time

Location

Atoomclub Amsterdam

65 Overschiestraat

1062 XD Amsterdam

Netherlands

View Map

Refund Policy

Refunds up to 1 day before event

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