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Apache Spark - Advanced

Apache Spark

updated on icon Updated on Dec, 2023

language icon Language - English

person icon Corporate Bridge Consultancy Private Limited

architecture icon Apache,IT & Software,SQL Server,IT Certification

Lectures -43

Duration -5.5 hours

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Course Description

Spark Streaming is an extension of the core Spark API that enables scalable, high-throughput, fault-tolerant stream processing of live data streams. Data can be ingested from many sources like Kafka, Flume, Twitter, ZeroMQ, Kinesis, or TCP sockets, and can be processed using complex algorithms expressed with high-level functions like map, reduce, join and window. Finally, processed data can be pushed out to filesystems, databases, and live dashboards.

The training will help you learn about

  • Introduction to Spark streaming
  • How to create Dstreams and Windowed Dstreams
  • How to create Checkpoint Directory
  • Creating Twitter Application
  • Connecting To twitter Using Spark

Target Customers:

  • Students/Professionals Interested in learning about Spark Streaming
  • Data Engineers
  • Analysts
  • Software Engineers
  • IT operations
  • Technical managers

Prerequisites

What are the prerequisites for this course?

  • Basic computer knowledge
  • Basic understanding of Java/Scala/Python
  • Knowledge of Mapreduce paradigm
Apache Spark - Advanced

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
2 Lectures
  • play icon Introduction to Connecting to Twitter Using Spark 08:02 08:02
  • play icon Flowchart of Spark 06:07 06:07
Components
2 Lectures
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Basics Required
20 Lectures
Tutorialspoint
RDD
6 Lectures
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Spark Streaming
7 Lectures
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Project
6 Lectures
Tutorialspoint

Instructor Details

Corporate Bridge Consultancy Private Limited

Corporate Bridge Consultancy Private Limited

EDUCBA is a leading global provider of skill-based education addressing the needs of 1,000,000+ members across 70+ Countries. Our unique step-by-step, online learning model along with amazing 5000+ courses and 500+ Learning Paths prepared by top-notch professionals from the Industry help participants achieve their goals successfully. All our training programs are Job oriented skill-based programs demanded by the Industry. At EDUCBA, it is a matter of pride for us to make job-oriented hands-on courses available to anyone, any time and anywhere. Therefore we ensure that you can enroll 24 hours a day, seven days a week, 365 days a year. Learn at a time and place, and pace that is of your choice. Plan your study to suit your convenience and schedule.

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