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Building Resilient Streaming Analytics Systems on Google Cloud

  • CMDBID 1081
  • Course Code GCPBRSAS
  • Duration 1 Day
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Course information

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Course content

What you will learn

Overview

Building Resilient Streaming Analytics Systems on Google Cloud is a practical training course for teams that need structured, instructor-led skills in Building Resilient Streaming Analytics, Systems, Google Cloud Introduction.

Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud. Pub/Sub is described for handling

Audience

What you'll learn
  • Interpret use-cases for real-time streaming analytics.
  • Manage data events using the Pub/Sub asynchronous messaging service.
  • Write streaming pipelines and run transformations where necessary.
  • Interoperate Dataflow, BigQuery and Pub/Sub for real-time streaming and analysis

Skills Gained

By completing the Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS course participants will gain practical knowledge, configuration skills, implementation techniques and best practice understanding relevant to real enterprise environments.

Prerequisites

Participants should have basic familiarity with the technology area related to Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS. Some courses may recommend prior experience or foundational training.

Outline

Introduction to Processing Streaming Data
This modules talks about challenges with processing streaming data
  • Processing Streaming Data
  • Introduction to Processing Streaming Data
Serverless Messaging with Pub/Sub
This module talks about using Pub/Sub to ingest incoming streaming data
  • Module introduction
  • Introduction to Pub/Sub
  • Pub/Sub Push versus Pull
  • Publishing with Pub/Sub code
  • Summary
  • Lab Intro: Publish Streaming Data into Pub/Sub
  • Getting Started with Google Cloud Platform and Qwiklabs
  • QUIZ
  • Lab: Streaming Data Processing: Publish Streaming Data into Pub/Sub
Dataflow Streaming features
This module revisits Dataflow and focuses on its streaming data processing capabilities
  • Module introduction
  • Preview module
  • Streaming data challenges
  • Dataflow windowing
  • Lab Intro: Streaming Data Pipelines
  • Dataflow Streaming Features
  • Lab: Streaming Data Processing: Streaming Data Pipelines
High-Throughput BigQuery and Bigtable Streaming Features
This modules covers BigQuery and Bigtable for streaming data
  • Module introduction
  • Streaming into BigQuery and visualizing results
  • Lab intro: Streaming Data Processing: Streaming Analytics and Dashboards
  • High-throughput streaming with Cloud Bigtable
  • Optimizing Cloud Bigtable Performance
  • Lab intro: Streaming Data Processing: Streaming Data Pipelines into Bigtable
  • 2 QUIZZES
  • Streaming Analytics and Dashboards
  • High-Throughput Streaming with Cloud Bigtable
  • Lab: Streaming Data Processing: Streaming Analytics and Dashboards
  • Lab: Streaming Data Processing: Streaming Data Pipelines into Bigtable
Advanced Bigquery Functionality and Performance
This module dives into more advanced features of BigQuery
  • Module introduction
  • Analytic window functions
  • GIS functions
  • Demo: GIS Functions and Mapping with BigQuery
  • Performance considerations
  • Lab Intro: Optimizing your BigQuery Queries for Performance
  • Cost considerations
  • BigQuery advanced functionality and performance considerations
  • Optimizing your BigQuery Queries for Performance

Certification

Exam and certification details

This course may support a vendor exam, digital badge or professional certification depending on the selected delivery option. Delegates should confirm exam inclusion, voucher availability, prerequisites, pass mark and version before booking.

Official vendor training information: Google Cloud training.

Continue your learning pathway: view all Google Cloud courses or compare related courses and follow-on options.

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Thinking about Onsite?

If you need training for 3 or more people, you should ask us about onsite training. Putting aside the obvious location benefit, content can be customised to better meet your business objectives and more can be covered than in a public classroom. It's a cost-effective option. One-to-one training can be delivered too, at reasonable rates.

Submit an enquiry from any page on this site and let us know you are interested in the requirements box, or simply mention it when we contact you.

All $ prices are in USD unless it’s a NZ or AU date

SPVC = Self Paced Virtual Class

LVC = Live Virtual Class

Please note: All courses are available as Live Virtual Classes

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