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IT & Software Other IT & Software Apache Beam

Apache Beam | Future of Big Data

Complete Hands on Apache Beam | Batch & Streaming pipelines | Beam SQL & Google Cloud Dataflow.
Highest Rated
Rating: 4.6 out of 54.6 (158 ratings)
2,240 students
Created by Navdeep Kaur
Last updated 1/2021
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Apache Beam
Curated for the Udemy for Business collection

Requirements

  • Basic Python

Description

Apache Beam is future of Big Data technology. This course is for those who want to learn how to use Apache Beam and google cloud dataflow. This course will introduce various topics:


  • Architecture

  • Transformations

  • Side Inputs/Outputs

  • Streaming with Google PubSub

  • Windows in Streaming

  • Handling Late elements

  • Using Triggers

  • Google Cloud Dataflow

  • Beam SQL / Beam SQL on GCP

By the end of this course, you will find yourself ready to start using Apache Beam in real work environment.






Who this course is for:

  • Big data learners

Course content

9 sections • 37 lectures • 3h 13m total length

  • Preview01:18
  • Preview04:03
  • Preview04:14
  • Apache Beam Flow
    04:42
  • Preview07:25
  • Installation
    04:55
  • Getting Started
    09:20
  • Learn BigData
    01:45
  • Enroll into Big Data Course
    00:06

  • Read Input
    11:18
  • Write Output
    14:42
  • Map/FlatMap
    09:36
  • CoGroupByKey
    04:10
  • Partition
    02:36
  • Flatten
    01:11
  • Composite Transformation
    07:45

  • Pardo Transformation
    08:48
  • Side Inputs
    03:51
  • Side Outputs
    04:54

  • Streaming intro
    01:30
  • Google PubSub Intro
    06:25
  • Google PubSub Example
    11:57

  • Windows Intro
    02:33
  • Time Notions
    02:27
  • Tumbling/Sliding WIndows
    03:53
  • Tumbling Code
    05:50
  • Sliding Code
    03:17
  • Session Windows
    04:37

  • Allow Lateness
    03:29

  • Triggers
    05:11
  • Composite Triggers
    02:22
  • Composition with Default Trigger
    02:23

  • Dataflow Intro
    04:04
  • Google Dataflow Templates
    11:12
  • Google Dataflow Notebooks
    04:03

  • Beam SQL Intro
    03:59
  • Beam SQL on Google Cloud
    07:26

Instructor

Navdeep Kaur
TechnoAvengers.com (Founder)
Navdeep Kaur
  • 4.3 Instructor Rating
  • 1,788 Reviews
  • 21,723 Students
  • 8 Courses

I am a big data architect with 11 years of industry experience in different technologies and domains. I have keen interest in providing training in new technologies. I have received CCA175 Hadoop and Spark developer certification  and  AWS solution architect certification. I love guiding people and helping them achieve new goals.

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