Streaming Pipelines & Analytics

Google Cloud 2018    |    Intermediate
  • 12 videos | 1h 2m 32s
  • Includes Assessment
  • Earns a Badge
Likes 39 Likes 39
Streaming data pipelines require operations that are very different from batch operations. Explore data stream operations, analytics, and the Google Data Studio visualization tool.

WHAT YOU WILL LEARN

  • describe late data use in stream operations
    define watermarks, triggers, and accumulation as they relate to stream operations
    demonstrate the process of configuring Cloud Storage, BigQuery resources, and Cloud Pub/Sub in support of a streaming data pipeline
    configure Cloud Functions in support of a streaming data pipeline
    demonstrate the process of building a streaming data pipeline with Cloud Dataflow
    define the process of batch and stream operations
  • describe concepts in streaming analytics in GCP
    specify the relationship between big data streaming and BigQuery
    describe how to use Google Data Studio
    demonstrate how to use Data Studio by building a dashboard
    describe how to use pipelines, PCollections, and transforms
    describe the architecture of stream analytics and how to use Google Data Studio

IN THIS COURSE

  • 2m 33s
    Upon completion of this video, you will be able to describe late data use in stream operations. FREE ACCESS
  • 4m 56s
    In this video, you will learn about watermarks, triggers, and accumulation as they relate to stream operations. FREE ACCESS
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    3.  Configuring Storage, BigQuery Data, and Pub/Sub
    6m 39s
    During this video, you will learn how to configure Cloud Storage, BigQuery resources, and Cloud Pub/Sub to support a streaming data pipeline. FREE ACCESS
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    4.  Configuring Cloud Functions
    5m 13s
    In this video, learn how to configure Cloud Functions to support a streaming data pipeline. FREE ACCESS
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    5.  Building a Streaming Data Pipeline
    7m 34s
    Learn how to build a streaming data pipeline with Cloud Dataflow. FREE ACCESS
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    6.  Understanding Batch and Stream Operations
    4m 23s
    In this video, you will define the process of batch and stream operations. FREE ACCESS
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    7.  Understanding Streaming Analytics
    5m 43s
    After completing this video, you will be able to describe concepts in streaming analytics in Google Cloud Platform. FREE ACCESS
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    8.  Working with Big Data Streaming and BigQuery
    2m 16s
    After completing this video, you will be able to specify the relationship between big data streaming and BigQuery. FREE ACCESS
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    9.  Using Google Data Studio
    4m 3s
    After watching this video, you will be able to explain how to use Google Data Studio. FREE ACCESS
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    10.  Building a Dashboard with Google Data Studio
    7m 47s
    In this video, you will learn how to use Data Studio by building a dashboard. FREE ACCESS
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    11.  Using Pipelines, PCollections, and Transforms
    4m 57s
    After completing this video, you will be able to describe how to use pipelines, PCollections, and transforms. FREE ACCESS
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    12.  Exercise: Using Streaming and Analytics Operations
    6m 28s
    Upon completion of this video, you will be able to describe the architecture of stream analytics and how to use Google Data Studio. FREE ACCESS

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