Spark Twitter Streaming

Learn spark twitter streaming from basics in this free online training. Spark twitter streaming course is taught hands-on by experts. Learn about the spark streaming,input output connectors and window operations in details.

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Beginner

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3.75 Hrs

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2.2K+

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About this Course

Spark is an open-source unified analytics streaming engine for large-scale data processing. Execution through Spark brings in a few unique benefits over other traditional streaming systems. Data is multiplying every second, and Twitter is one of the best data sources for performing analytics. There are multiple ways to read live Twitter data and process them. Spark structured streaming can get the live feeds and transform the data.  This free Spark Twitter Streaming is a self-paced online course that will help you understand the subject by understanding various topics starting from real-time analytics, RTA integration, input-output connectors, features in spark streaming, Twitter steaming in real-time, how it works, and such other concepts. With the demonstration, you will be able to understand how Twitter streaming works with Spark, extract insights, and apply the same concepts and techniques to stream other sources. 

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Course Outline

What is Real Time Analytics?

In this module, you will learn about Real Time Analytics and go through its various real-time use cases.

Big Companies using RTA

This module discusses various big companies like Uber, Netflix, and Pinterest using RTA for streamlining their processes.

Challenges in Working with Streaming Data

This module discusses challenges in working with streaming data and the two layers involved in streaming data.

Batch & Real Time systems

This module explains Batch processing and Real Time processing in detail. You will go through various features of Batch and Real Time systems.

Batch & RTA Integration

This module will help you understand Batch and RTA integration along with fault-tolerant stream processing.

Spark Streaming

This module will help you learn about Spark and Spark Streaming, and you will understand structured streaming.

Input Output Connectors

This module lets you know about the multiple connectors Spark Streaming supports and the formats in which outputs can be persisted.

Twitter Streaming in Real Time

This module consists of a demo where you will learn to process live tweets for trend analysis using Spark Streaming APIs.

Get Streaming Data using Twitter API's

This module explains in detail how to get streaming data using Twitter APIs along with the demo.

Things to know about Reliable Spark Streaming

This module explains the stream processing landscape. You will go through various stream processors, storage, and sources, and you will understand Spark streaming in detail.

Features in Spark Streaming that help prevent data loss

This module consists of a deeper view of Spark Streaming which is explained with a diagrammatic approach.

How Spark Streaming works?

You will go through a detailed explanation of the working of Spark Streaming.

Window Operations

Through this module, you will understand the windowed computations provided by Spark Streaming and the transformations applied over a sliding window of data, along with a demo.

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Spark Twitter Streaming

3.75 Learning Hours . Beginner

Why upskill with us?

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700+ free courses
In-demand skills & tools
access time
Free life time Access