GCP Network Data Processing Models

Google Cloud    |    Intermediate
  • 10 videos | 35m 47s
  • Includes Assessment
  • Earns a Badge
Rating 4.6 of 43 users Rating 4.6 of 43 users (43)
You can create and manage an assortment of data processes and network models using GCP. Explore the various types, including using a GPU and TensorFlow to create and manage GPU and instances.

WHAT YOU WILL LEARN

  • Define the types of virtual networks and the benefits of each
    Specify the process for creating a network
    Recall the process for using tensorflow with gpu
    Describe the various machine learning apis and their uses
    Describe dataflow and how it can be used to create data processing streams
  • Recognize differences between pub and sub message middleware and when to use them
    Define the various pipelines for dataflow processing
    Demonstrate the process of creating dataflow pipelines in gcp
    Specify the differences between real-time and batch data processing
    Recognize more concepts in analysis of data processing in gcp

IN THIS COURSE

  • 3m 5s
    During this video, you will learn how to define the types of virtual networks and the benefits of each. FREE ACCESS
  • 4m 36s
    After completing this video, you will be able to specify the process for creating a network. FREE ACCESS
  • Locked
    3.  Using TensorFlow for Machine Learning
    2m 46s
    After completing this video, you will be able to recall the process for using TensorFlow with a GPU. FREE ACCESS
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    4.  Using Common Machine Learning APIs
    3m 35s
    After completing this video, you will be able to describe the various machine learning APIs and their uses. FREE ACCESS
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    5.  Processing Data with GCP
    3m 12s
    Upon completion of this video, you will be able to describe Dataflow and how it can be used to create data processing streams. FREE ACCESS
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    6.  Messaging Middleware Pub and Sub
    3m 43s
    After completing this video, you will be able to recognize differences between Pub and Sub message middleware and when to use them. FREE ACCESS
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    7.  Working with GCP Pipelines
    2m 58s
    Learn how to define the various pipelines for Dataflow processing. FREE ACCESS
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    8.  Creating Dataflow Pipelines
    3m 13s
    Find out how to create Dataflow pipelines in GCP. FREE ACCESS
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    9.  Using Real-time and Batch Data Processing
    3m 9s
    After completing this video, you will be able to specify the differences between real-time and batch data processing. FREE ACCESS
  • Locked
    10.  Exercise: Analyzing Data Processing
    5m 29s
    After completing this video, you will be able to recognize more concepts in data processing analysis in GCP. FREE ACCESS

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