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Spark Twitter Streaming
4.59
Beginner level
3.75 learning hrs
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.
Instructor:
Mr. Bharani Akella
Modules updated 07/2025
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.
Get access to the complete curriculum once you enroll in the course
4.59
Our course instructor
Mr. Bharani Akella
Data Scientist
Big Data Expert
Frequently Asked Questions
Will I receive a certificate upon completing this free course?
Is this course free?
Can Spark be used for streaming?
Yes, Apache Spark can be used for streaming as it is a fully scalable, fault-tolerant streaming processing system primarily supporting batch and streaming workloads.
Does twitter use Spark?
Yes, Twitter uses Spark. A developer creates a TCP socket between Twitter API and Spark and awaits Spark structured streaming calls before sending it to the Twitter data.
What is the primary difference between Kafka streaming and spark streaming?
Kafka is used to analyzing the events as and when they unfold so that it can employ an event-at-a-time processing model. It also provides real-time streaming and window processing. On the other hand, Spark is used to micro-batch the technique to divide the incoming stream into little chunks for processing. The platform also pulls the data, holds it, and processes the push from the source to the target.
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