Apache Kafka is a real-time data pipeline processor. It high-scalability, fault tolerance, execution speed, and fluid integrations are some of the key hallmarks that make it an integral part of many Enterprise Data architectures. In this lab intensive two day course, students will learn how to use Kafka to build streaming solutions.

starstarstarstarstar

* Actual course outline may vary depending on offering center. Contact your sales representative for more information.

Learning Objectives

Working in a hands-on learning environment, students will explore:
Overview of Streaming technologies
Kafka concepts and architecture
Programming using Kafka API
Kafka Streams Monitoring
Kafka Tuning / Troubleshooting Kafka

1

  • Introduction to Streaming Systems

  • Fast data
    Streaming architecture
    Lambda architecture
    Message queues
    Streaming processors
2

  • Introduction to Kafka

  • Architecture
    Comparing Kafka with other queue systems (JMS / MQ)
    Kaka concepts - Messages, Topics, Partitions, Brokers, Producers, commit logs
    Kafka & Zookeeper
    Producing messages
    Consuming messages (Consumers, Consumer Groups)
    Message retention
    Scaling Kafka
3

  • Programming With Kafka

  • Configuration parameters
    Producer API (Sending messages to Kafka)
    Consumer API (consuming messages from Kafka)
    Commits , Offsets, Seeking
    Schema with Avro
4

  • Kafka Streams

  • Streams overview and architecture
    Streams use cases and comparison with other platforms
    Learning Kafka Streaming concepts (KStream, KTable, KStore)
    KStreaming operations (transformations, filters, joins, aggregations)
5

  • Administering Kafka

  • Hardware / Software requirements
    Deploying Kafka
    Configuration of brokers / topics / partitions / producers / consumers
    Security- How secure Kafka cluster, and secure client communications (SASL, Kerberos)
    Monitoring - monitoring tools
    Capacity Planning - estimating usage and demand
    Trouble shooting - failure scenarios and recovery
6

  • Monitoring and Instrumenting Kafka

  • Monitoring Kafka
    Instrumenting with Metrics library
    Instrument Kafka applications and monitor their performance

Audience

This in an Introductory and beyond level course is geared for experienced Java developers seeking to be proficient in Apache Kafka. Attendees should be experienced developers who are comfortable with Java, and have reasonable experience working with databases.

Language

English

Prerequisites

There are no prerequisites for this course.

$1,895

Length: 2.0 days (16 hours)

Level:

Not Your Location? Change

Course Schedule:

Schedule select
30
Nov
Thursday
10:00 AM ET -
6:00 PM ET
Filling Fast
Available
Loading...