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Building Resilient Streaming Analytics Systems on Google Cloud
  • Level Professional
  • المدة 8 ساعات hours
  • الطبع بواسطة Google Cloud
  • Offered by

عن

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 incoming streaming data. The course also covers how to apply aggregations and transformations to streaming data using Dataflow, and how to store processed records to BigQuery or Cloud Bigtable for analysis. Learners will get hands-on experience building streaming data pipeline components on Google Cloud using QwikLabs.

الوحدات

Introduction

    • 1 Videos
Show info about module content

1 Videos

  • Course Introduction

Processing Streaming Data

    • 1 Videos
Show info about module content

1 Videos

  • Processing Streaming Data

Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Introduction to Processing Streaming Data

Pub/Sub

    • 5 Videos
Show info about module content

5 Videos

  • Module introduction
  • Introduction to Pub/Sub
  • Pub/Sub Push versus Pull
  • Publishing with Pub/Sub code
  • Summary

Lab

    • 2 Videos
    • 1 ExternalTool
Show info about module content

1 External Tool

  • Lab: Streaming Data Processing: Publish Streaming Data into Pub/Sub

2 Videos

  • Lab Intro: Publish Streaming Data into Pub/Sub
  • Getting Started with Google Cloud Platform and Qwiklabs

Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Serverless Messaging with Pub/Sub

Dataflow capabilities for streaming data

    • 3 Videos
Show info about module content

3 Videos

  • Module introduction
  • Streaming data challenges
  • Dataflow windowing

Lab

    • 1 Videos
    • 1 ExternalTool
Show info about module content

1 External Tool

  • Lab: Streaming Data Processing: Streaming Data Pipelines

1 Videos

  • Lab Intro: Streaming Data Pipelines

Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Dataflow Streaming Features

Streaming into BigQuery

    • 2 Videos
Show info about module content

2 Videos

  • Module introduction
  • Streaming into BigQuery and visualizing results

Lab

    • 1 Videos
    • 1 ExternalTool
Show info about module content

1 External Tool

  • Lab: Streaming Data Processing: Streaming Analytics and Dashboards

1 Videos

  • Lab intro: Streaming Data Processing: Streaming Analytics and Dashboards

Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • Streaming Analytics and Dashboards

Streaming into Bigtable

    • 1 Videos
Show info about module content

1 Videos

  • High-throughput streaming with Bigtable

Optimizing Bigtable Performance

    • 1 Videos
Show info about module content

1 Videos

  • Optimizing Bigtable performance

Lab

    • 1 Videos
    • 1 ExternalTool
Show info about module content

1 External Tool

  • Lab: Streaming Data Processing: Streaming Data Pipelines into Bigtable

1 Videos

  • Lab intro: Streaming Data Processing: Streaming Data Pipelines into Bigtable

Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • High-Throughput Streaming with Bigtable

Analytic Window Functions

    • 2 Videos
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2 Videos

  • Module introduction
  • Analytic window functions

GIS Functions

    • 2 Videos
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2 Videos

  • GIS functions
  • Demo: GIS Functions and Mapping with BigQuery

BigQuery: Performance considerations

    • 3 Videos
    • 1 ExternalTool
Show info about module content

1 External Tool

  • Optimizing your BigQuery Queries for Performance

3 Videos

  • Performance considerations
  • Lab Intro: Optimizing your BigQuery Queries for Performance
  • Cost considerations

Quiz

    • 1 Assignment
Show info about module content

1 Assignment

  • BigQuery advanced functionality and performance considerations

Summary

    • 1 Videos
Show info about module content

1 Videos

  • Course Summary

Auto Summary

Join this professional-level course on Coursera to master building resilient streaming analytics systems on Google Cloud. Dive into Pub/Sub for handling incoming data, use Dataflow for aggregations and transformations, and store records in BigQuery or Cloud Bigtable. Get hands-on experience with QwikLabs in just 480 minutes. Ideal for IT and Computer Science enthusiasts. Starter subscription available.

Google Cloud Training
Instructor

Google Cloud Training