Learning Apache Storm for Big Data Processing

BY
Udemy

Gain a thorough understanding of the fundamental concepts and methodologies related to big data processing using Apache Storm.

Mode

Online

Fees

₹ 449 3499

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Big Data Processing is the grouping of approaches or concepts that makes it possible to acquire huge amounts of data and extract insightful conclusions from it. Data collection and cleaning are always the first stages in the big data processing. Once accurate data has been collected, users can go on to analyze it statistically or create prediction models using machine learning. The Packt Publishing - Tech Knowledge in Motion, created the Learning Apache Storm for Big Data Processing certification course, which is made available through Udemy.

Learning Apache Storm for Big Data Processing online training is intended for candidates who are serious about learning the methods and concepts of big data processing to work as data engineers or Java programmers. By the end of the Learning Apache Storm for Big Data Processing online classes candidates will have developed the skills and knowledge necessary to build scalable storm applications while laying a solid foundation for Apache Storm and the legitimate processing paradigm.

The highlights

  • Certificate of completion
  • Self-paced course
  • 2.5 hours of pre-recorded video content
  • 1 downloadable resource

Program offerings

  • Online course
  • Learning resources
  • 30-day money-back guarantee
  • Unlimited access
  • Accessible on mobile devices and tv

Course and certificate fees

Fees information
₹ 449  ₹3,499
certificate availability

Yes

certificate providing authority

Udemy

What you will learn

Software development skills Knowledge of big data

After completing the Learning Apache Storm for Big Data Processing online certification, candidates will master the basic and advanced concepts of apache storm for big data operations like data processing and application development. Candidates will examine the techniques for creating topologies and executing transformations utilizing tridents. Candidates will gain knowledge of parallelism, stream grouping, tuple interaction, lambda architecture, and Apache Hadoop methods. Candidates will also gain knowledge of how to operate single- and multi-node clusters as well as bolts in HDFS.

The syllabus

Introducing Real-time Processing

  • The Course Overview
  • Understanding Lambda Architecture
  • Big Data Processing Types
  • What Is Apache Storm?
  • When to Use Apache Storm?

Apache Storm Concepts

  • Topology
  • Tuples
  • Spouts and Bolts
  • Streams and StreamGrouping

Setting Up Your Apache Storm Development Environment

  • Introduction – Prerequisites and System Requirements
  • Installing Java and Setting Environment Variables
  • Installing and Configuring Eclipse
  • Building Apache Storm Project Using Maven
  • Building Apache Storm Project Using External JAR Configuration

Creating Our First Storm Topology

  • Understanding the Problem Statement
  • Developing Spout Class to Emit the Data
  • Develop a Bolt Class to Perform Calculation
  • Develop a Bolt Class to Print Result in Console
  • Developing Topology Class
  • Executing Our Application in Eclipse

Setting Up Apache Storm as a Single-Node Cluster

  • Understanding Storm Daemons
  • Prerequisites
  • Setting Up Zookeeper in Standalone Mode
  • Install and Configure Apache Storm in Single-Node
  • Deploy NumSquareTopology in Cluster
  • Explore Storm UI and Understand Essential Features

Setting Up Apache Storm in Multi-Node Cluster

  • Setting Up Zookeeper in Multi-Node Mode
  • Setting Up Apache Storm in Multi-Node Cluster

Implementing StreamGroupings in Apache Storm

  • Introduction
  • Implementing ShuffleGrouping
  • Implementing FieldGrouping
  • Implementing AllGrouping
  • Implementing CustomGrouping
  • Implementing DirectGrouping

Integrating Hadoop with Apache Storm

  • Introduction
  • Writing a HDFS Bolt

Understanding and Implementing Tridents in Apache Storm

  • Introduction
  • Building Topology Using Trident
  • Understand and Implement Map, Filter, and Aggregate Function
  • Windowing Operations
  • Joining Stream Tuples in Storm

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