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    3. Master Google Cloud Dataflow and Apache Beam

    Master Google Cloud Dataflow and Apache Beam

    Posted By: lucky_aut
    Date: 17 Jul 2024 09:16:20
    Master Google Cloud Dataflow and Apache Beam

    Master Google Cloud Dataflow and Apache Beam
    Published 7/2024
    Duration: 6h | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 2.76 GB
    Genre: eLearning | Language: English

    Advanced Course On Cloud Dataflow and Apache Beam - Architecture, Transformations, Schema, Beam SQL, Dataflow Templates


    What you'll learn
    Apache Beam Architecture
    All the Features of Apache Beam
    Detailed study of Cloud Dataflow
    Practice sessions which demonstrates each of the topics
    All the materials including Java project bundles for quick practice

    Requirements
    Basic knowledge of Java to learn Apache Beam and understanding of Google Cloud Platform for better understanding of Cloud Dataflow

    Description
    This is an advanced course on Apache Beam and Google Cloud Dataflow. This course is suitable for students of All levels. Basic Java knowledge is sufficient to start this course. Every concept is provided with practice sessions which will provide confidence to work on such projects where these technologies are used. Following are some of the important sections in this training,
    Apache Beam overview
    Working with beam pipelines
    Pipeline options
    User Defined Functions using ParDo
    GroupByKey
    CoGroupByKey
    Aggregate data using Combine function
    Merge Data using Flatten
    Generate Multiple Dataset using MultiOutput
    Use Side Inputs
    Schema in Apache beam - Filter, Group and Join the data using Schema
    Stateful pipelines using State and Timer
    Add Custom Metrics to your pipeline
    Beam SQL - use simple SQLs to build beam pipelines
    Splittable DoFn
    Windowing in Apache Beam - Fixed time, Sliding , Global, Session
    Watermark and Triggers
    Learn basics of Cloud computing platforms
    Cloud Dataflow - Know about the Managed Apache Beam runner from Google Cloud Platform
    Run your pipeline in Cloud Dataflow
    How to use built in Templates - introducing the wide variety of built-in templates provided by Google Cloud Dataflow
    Custom templates using Classic and Flex mode - Build custom templates using the beam pipelines created in the beam practice
    Who this course is for:
    This is very useful for people who are new to Apache Beam and Cloud Dataflow and also to those who are working on these technologies

    More Info
    UPWARDS