Apache Kafka Training Course

Highlights

• The basics of a messaging system, about Kafka and its various components and how it helps in real-time data processing

• How to design and develop a robust messaging system

• The Kafka cluster and how it integrates with other Big Data Frameworks like Hadoop

• Integrating Kafka with Storm

Course Details

• 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
• The 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
• 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 REPL
  • Scala Project Using Eclipse
• Integration of Kafka with Hadoop and Storm
  • Understanding the Hadoop Cluster
  • Integrating Kafka with Hadoop Cluster
  • Understanding Apache Storm
  • Implementing Spouts and Bolts
  • Kafka with Storm Spout
• Integration of Kafka with Spark
  • Ecosystem of Spark
  • Understanding the Spark Cluster
  • Integrating Kafka with Spark

Who Should Attend

Python or Java/Scala developers who need to learn about how to develop Big Data and ML solutions with Apache Spark