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Building Resilient Streaming Analytics Systems on Google Cloud

  • CMDBID 1081
  • Course Code GCPBRSAS
  • Duration 1 Days
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Google Cloud Course

course overview

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Overview

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

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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
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Certification

Some courses may support vendor certification exams or digital badges. Exam availability depends on the specific programme and vendor requirements.

What is the Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS course about?

The Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS course provides practical knowledge and skills used by professionals working with this technology or framework.

Who should attend the Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS training course?

This course is designed for IT professionals, engineers, analysts, administrators and project teams who need hands-on knowledge.

Does the Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS course include certification or an exam?

Many Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS courses prepare participants for vendor certification exams or digital badges depending on the programme.

How can I enrol in the Building Resilient Streaming Analytics Systems on Google Cloud GCPBRSAS course?

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