Apache Kafka Certification Training

Apache Kafka Certification Training Course Overview

This course is for basic understanding of data ingestion with kafka, it delivers how we can get data from twitter, use flume and spark streaming with kafka. It also encapsulates the customisation on consumer and producer  as well as consumer groups.
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Apache Kafka Certification Training (Duration : 24 Hours) Download Course Contents

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Course Modules

Module 1: Introduction to Big data and Apache Kafka
  • Introduction to Big Data
  • Big Data Customer Scenarios
  • What is Kafka?
  • Need for Kafka
  • Core Concepts of Kafka
  • Kafka Architecture
  • Where is Kafka Used
Module 2: About Kafka Cluster
  • Understanding the components of Kafka Cluster
  • Installation of Kafka Cluster
  • Configuring Kafka Cluster
  • Producer of Kafka
  • Consumer of Kafka
  • Producer and Consumer in Action
Module 3: Kafka Operations and Performance Tuning
  • Offset
  • Design
  • Hardware
  • Kafka Monitoring and Issues
  • Kafka Performance Tuning
  • Reading data from Kafka
  • Demo-Twitter Kafka Producer
  • Introduction to Scala
  • Mixed Paradigm-Functional Programming
  • Scala Installation & Configuration
  • Scala REP
  • Scala Project Using Eclipse
Module 4: Integration of Kafka with Hadoop and Strom
  • Understanding the Hadoop Cluster
  • Integrating Kafka with Hadoop Cluster
  • Understanding Apache Storm
  • Implementing Spouts and Bolts
  • Kafka with Storm Spout
Module 5: Integration of Kafka with Spark
  • Ecosystem of Spark
  • Understanding the Spark Cluster
  • Integrating Kafka with Spark
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Course Prerequisites

Big data basics

Upon Completion of this Course, you will accomplish following:-

DAY 1

Message Processing with Apache Kafka

  • What is Apache Kafka?
  • Apache Kafka Overview
  • Scaling Apache Kafka
  • Apache Kafka Cluster Architecture
  • Apache Kafka Command Line Tools         

Capturing Data with Apache Flume

  • What is Apache Flume?
  • Basic Flume Architecture
  • Flume Sources
  • Flume Sinks
  • Flume Channels
  • Flume Configuration

Kafka Cluster Basics

  • Working with Kafka Command line tool
  • Create and manage topics
  • Starting Producer
  • Starting Consumer

DAY 2

Integrating Apache Flume and Apache Kafka

  • Overview
  • Use Cases
  • Configuration

SPARK Streaming with Kafka

  • Spark Streaming basics
  • Connecting Apache kafka with Spark Streaming
  • Process Apache Kafka messages with Apache Spark streaming
  • Using Kafka as a direct Data source

DAY 3

Twitter Data Analysis with Kafka

  • Getting data with Kafka from twitter

Consumer and Producer Java API

  • Create custom consumer
  • Create custom producer
  • Running custom producer and Consumer

Creating Consumer group

  • Writing custom Java code for consumer group
  • Provide data to consumer group

Recommended Courses and Certification:

Hadoop Developer with Spark

 

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