Apache Storm Training
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Intellipaat
Course Summary
Intellipaat Apache Storm Certification training course lets you master distributed, stream processing engine Storm. We provide the best online classes to learn Storm installation, configuration, working with unbounded data, continuous computation, real-time analytics, distributed RPC and ETL processing. Work on real world industry projects.
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Course Description
About Storm Tutorial Course
What you will learn in this Apache Storm Certification Training?
- Learn about Apache Storm, its architecture and concepts
- Installation of Apache Storm
- Storm topology, Logic Dynamics, and its components
- Distributed Computing, its features and real-time challenges
- Difference between Storm and Hadoop
- Learn and implement Trident Spouts, Trident Filter,bolt,Function and Aggregator
- Work on real world Apache Storm Projects
Who should take this Apache Storm Online Training?
- Software Developers, Mainframe Professionals
- ETL developers, Data Scientists, Big Data Analysts and Hadoop Professionals
- Project Managers and graduates looking for career in Big Data
What are the prerequisites for learning Apache Storm?
There are no specific prerequisites for learning Apache Storm. Basic understanding of java is good to have.Why should you take Apache Storm Training Course?
- Global Big Data market to reach $122B in revenue by 2025 – Frost & Sullivan
- The US alone could face a shortage of 1.4 -1.9 million Big Data Analysts by 2018 – Mckinsey
- Apache Storm Expert in the United States can earn up to $115,000 – indeed.com.
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Course Syllabus
Apache Storm Course Content
Understanding Architecture of StormBig Data characteristics, understanding Hadoop distributed computing, the Bayesian Law, deploying Storm for real time analytics, the Apache Storm features, comparing Storm with Hadoop, Storm execution, learning about Tuple, Spout, Bolt.Installation of Apache stormInstalling the Apache Storm, various types of run modes of Storm.Introduction to Apache StormUnderstanding Apache Storm and the data model.Apache Kafka InstallationInstallation of Apache Kakfa and its configuration.Apache Storm AdvancedUnderstanding of advanced Storm topics like Spouts, Bolts, Stream Groupings, Topology and its Life cycle, learning about Guaranteed Message Processing.Storm TopologyVarious Grouping types in Storm, reliable and unreliable messages, Bolt structure and life cycle, understanding Trident topology for failure handling, process, Call Log Analysis Topology for analyzing call logs for calls made from one number to another.Overview of TridentUnderstanding of Trident Spouts and its different types, the various Trident Spout interface and components, familiarizing with Trident Filter, Aggregator and Functions, a practical and hands-on use case on solving call log problem using Storm Trident.Storm Components & classesVarious components, classes and interfaces in storm like – Base Rich Bolt Class, i RichBolt Interface, i RichSpout Interface, Base Rich Spout class and the various methodology of working with them.Cassandra IntroductionUnderstanding Cassandra, its core concepts, its strengths and deployment.Boot StrippingTwitter Boot Stripping, detailed understanding of Boot Stripping, concepts of Storm, Storm Development Environment.Apache Storm ProjectProject 1. Call Log Analysis using TridentTopics : In this project you will be working on call logs to decipher the data and gather valuable insights using Apache Storm Trident. You will extensively work with data about calls made from one number to another. The aim of this project is to resolve the call log issues with Trident stream processing and low latency distributed querying. You will gain hands-on experience in working with Spouts and Bolts along with various Trident functions, filters, aggregation, joins and grouping.Project 2. Twitter Data Analysis using TridentTopics : This is a project that involves working with Twitter data and processing it to extract patterns out of it. The Apache Storm Trident is the perfect framework for real-time analysis of tweets. Working with Trident you will be able to simplify the task of live Twitter feed analysis. In this project you will gain real world experience of working with Spouts, Bolts, and Trident filters, joins, aggregation, functions and grouping.Project 3. US Presidential Election Result analysis using Trident DRPC QueryTopics : This is a project that lets you work on the US presidential election results and predict who is leading and trailing on a real-time basis. For this you exclusively work with Trident distributed Remote Procedure Call server. After completion of the project you will learn how to access data residing in a remote computer or network and deploy it for real-time processing, analysis and prediction.
This course is listed under
Open Source
, Development & Implementations
, Data & Information Management
, Networks & IT Infrastructure
, Project & Service Management
, Quality Assurance & Testing
and Server & Storage Management
Community
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