Apache Kafka Series - Kafka Streams for Data Processing

4.5 (2705)
MOOC
Payment
Learning paid
Language
English
Duration
5 hours course
Course by Udemy
What will you learn?
Write four Kafka Streams application in Java 8
Configure Kafka Streams to use Exactly Once Semantics
Scale Kafka Streams applications
Program with the High Level DSL of Kafka Streams
Build and package your application
Write tests for your Kafka Streams Topology
And so much more!
About the course

The new volume in the Apache Kafka Series!

Learn the Kafka Streams data processing library, for Apache Kafka. Join hundreds of knowledge savvy students into learning one of the most promising data processing library on Apache Kafka.


Kafka Streams
is the easiest way to write your applications on top of Kafka:

> Easiest way to transform your data using the High Level DSL
> Exactly Once semantics support out of the box!
> Deploy and Scale your Kafka Streams application without a cluster!
> Perform Aggregations, joins, and any operations you may think of using only a few lines of code!
> Built on top of Kafka, for fault tolerance, scalability and resiliency

Instructor

Stephane Maarek is the instructor of this course. He is a Kafka Expert, and the author of the highly-rated Apache Kafka Series on Udemy, having taught already to 40000+ students and received 12000+ reviews.
He shares all his Kafka knowledge on the platform, taking the time to explain every concept and provide students with both theoretical and practical dimensions. You are in good hands!


Hands On & Theory Based Course

Note: This course is based on Java 8, and will include one example in Scala. Kafka Streams is Java based, and therefore is not suited for any other programming language. 

Each section can be either theoretical, or a practice section. 

> Through practice, you will be challenged by writing your own Kafka Streams application. The solutions will be thoroughly explained, and you will learn some tips on how to use Kafka Streams the best way.

> Through theory, you will learn about all the available API, the inner workings of the library, as well as some exciting concepts such as Exactly Once Semantics!

This course is the first and only available Kafka Streams course on the web. Get it now to become a Kafka expert!


Section outline:

  • Kafka Streams - First Look: Let's get Kafka started and run your first Kafka Streams application, WordCount
  • End-to-End Kafka Streams Application : Write the code for the WordCount, bring in the dependencies, build and package your application, and learn how to scale it. This is a complete end to end example
  • KStream and KTable Simple Operations: Learn all the stateless operations available for the KStream and KTable API
  • Practice Exercise - Favourite Colour: Practice your newly acquired skills by writing your own Kafka Streams application, Favourite Colour. It will be challenging! Includes a Scala version of the example
  • KStream and KTable Advanced Operations: Learn all the stateful operations available for the KStream and KTable API
  • Exactly Once Semantics - Theory: Learn what EOS (Exactly Once Semantics) is, how Kafka 0.11 enables it, and how to activate them in Kafka Streams
  • Exactly Once - Practice Exercise - Bank Balance: Practice your newly acquired knowledge by writing your own Kafka Streams Exactly Once application, to compute a running Bank Balance for your customers
  • Testing your Kafka Streams Application: Learn how to test the WordCount Kafka Streams Topology with Kafka Streams v1.1.0

  • This Course Also Comes With:

    ✔ Lifetime Access to All Future Updates

    ✔ A responsive instructor in the Q&A Section

    ✔ Links to interesting articles, and lots of good code to base your next applications onto

    ✔ Udemy Certificate of Completion Ready for Download

    ✔ A 30 Day "No Questions Asked" Money Back Guarantee!

    Learn The Hottest Kafka Data Processing Library Now!

    Kafka is increasingly becoming a must-have skill, and this course will set you up for fast success using the Kafka Streams API. The job market will need people with your newly acquired skillset!

    "Take This Course" risk free and learn Kafka Streams now!

    Who is the target audience?

    • This course is for developers and devops who would like to learn how to write, package, deploy and run a Kafka Streams applications
    • This course is for architects who would like to understand how Kafka Streams work and its position in the Kafka-centered data pipeline and enterprise architecture
    • You will need some good understanding of Kafka before starting this course
    Program
    Kafka Streams - First Look
    Understand what is Kafka Streams and run our first Kafka Streams application
    What is Kafka Streams?
    Learn what is Kafka Streams at a high level
    Course Objective / Prerequisites / Target Students
    Run through some pre-requisites for this course, understand who the target student is
    About your Instructor: Stephane Maarek
    Short bio of your instructor, Stephane Maarek!
    Running your first Kafka Streams Application: WordCount
    Full end to end run of your first Kafka Streams application. We will download Kafka, start our own cluster, and run producers, consumers, and our first Kafka Streams application
    Kafka Streams vs other stream processing libraries (Spark Streaming, NiFI, Flink
    Short lecture comparing Kafka Streams to other streaming libraries
    Code Download
    Code Download
    End to End Kafka Streams Application - Word Count
    Rewrite the word count from scratch, and understand how to build and package a Kafka Streams application
    Section Objective
    Description of the Word Count Kafka Streams application
    Kafka Streams Core Concepts
    Learn the Kafka Streams Core Concepts, Topologies, Sink, Sources, Processors, Streams
    Environment and IDE Setup: Java 8, Maven, IntelliJ IDEA
    Setup Java 8, Maven, IntelliJ IDEA Community Editions so we can get started coding our first Kafka Streams application
    Requirements
    • Good knowledge of Apache Kafka
    • A recent computer (Windows / Linux / Mac OS X) with 4GB of RAM
    • Good knowledge of Java 8 Programming Language
    Lecturers
    Stephane Maarek | AWS Certified Solutions Architect & Developer Associate
    Stephane Maarek | AWS Certified Solutions Architect & Developer Associate
    Best Selling Instructor, Kafka Guru, 9x AWS Certified
    Platform
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    Udemy courses are suited to professional development. The platform is organized in such a way that it is experts themselves that decide the topic and when the course will start. All supporting documents are made available to you for lifetime access. On this platform, you can find a course on about any subject, and that is no exaggeration – from a tutorial on how to ride a motorcycle, to managing the financial markets. The language and the course format are established by the teacher. This is why it is important to read the information about the course carefully before parting with any money.
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