Apache Kafka: Hands-On Training

Nivå: Foundation

This course provides hands-on experience with Apache Kafka both from the command line and through programmatic access using Java. Attendees will get a full appreciation of publish/subscribe idiom for asynchronous communication. The course producers and consumers and reliable data delivery. Attendees will get a full appreciation of how to build data pipelines and how they can process streaming data.

Kafka is an event streaming platform. Businesses and organisations often must capture data in real-time from event sources like databases, sensors, mobile devices, cloud services, social media, and software applications in the form of streams of events. They need to store these event streams durably for later retrieval. They also need to manipulate, process, and react to the event streams in real-time as well as retrospectively. The event streams need be made available to different destination technologies as needed. Kafka's event streaming implementation ensures a continuous flow and interpretation of data so that the right information is at the right place, at the right time.

Nyckelfunktioner:

  • After-course instructor coaching included
  • Learning Tree end-of-course exam included

Du kommer lära dig att:

  • Install a Kafka broker for development
  • Write Kafka producers and consumers
  • Leverage Kafka features for reliable data delivery
  • Build Kafka data pipelines
  • Receive and process streaming data using Kafka

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I klass & Live, Online-utbildning

  • 2-day instructor-led training course
  • After-course instructor coaching included
  • Learning Tree end-of-course exam included

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  • Coaching av ett expertteam

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Learning Tree erbjuder kundanpassad utbildning hos er, öppna kurser i Stockholm, London eller Washington, möjlighet att delta via våra Anywhere centers (Malmö, Göteborg, Linköping, Stockholm eller Borlänge) eller olika former av e-learning med lärarstöd. Läs mer på www.learningtree.se/priser .

I klass & Live, Online-utbildning

Note: This course runs for 2 dagar

  • 16 - 17 sep 9:00 - 4:30 CEST Stockholm / Online (AnyWare) Stockholm / Online (AnyWare) Boka Din Kursplats

  • 9 - 10 dec 9:00 - 4:30 CET Stockholm / Online (AnyWare) Stockholm / Online (AnyWare) Boka Din Kursplats

  • 28 - 29 apr 9:00 - 4:30 CEST Stockholm / Online (AnyWare) Stockholm / Online (AnyWare) Boka Din Kursplats

  • 11 - 12 jan 9:00 - 4:30 GMT Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 12 - 13 apr 9:00 - 4:30 BST Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 12 - 13 jul 9:00 - 4:30 BST Online (AnyWare) Online (AnyWare) Boka Din Kursplats

  • 12 - 13 okt 9:00 - 4:30 EDT Ottawa / Online (AnyWare) Ottawa / Online (AnyWare) Boka Din Kursplats

  • 8 - 9 nov 9:00 - 4:30 EST New York / Online (AnyWare) New York / Online (AnyWare) Boka Din Kursplats

  • 10 - 11 jan 9:00 - 4:30 EST Ottawa / Online (AnyWare) Ottawa / Online (AnyWare) Boka Din Kursplats

  • 14 - 15 feb 9:00 - 4:30 EST New York / Online (AnyWare) New York / Online (AnyWare) Boka Din Kursplats

  • 14 - 15 mar 9:00 - 4:30 EDT Herndon, VA / Online (AnyWare) Herndon, VA / Online (AnyWare) Boka Din Kursplats

  • 11 - 12 apr 9:00 - 4:30 EDT Ottawa / Online (AnyWare) Ottawa / Online (AnyWare) Boka Din Kursplats

  • 13 - 14 jun 9:00 - 4:30 EDT Herndon, VA / Online (AnyWare) Herndon, VA / Online (AnyWare) Boka Din Kursplats

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Important Apache Kafka: Hands-On Training Information

  • Prerequisites

  • Who Should Attend this Course

    Anyone developing Java or Python applications who has core Java SE or Python skills and wishes to capitalise on the addition of Kafka to program in the publish/subscribe idiom and manage fast, streaming data.

  • Exam Information

    Learning Tree Exam included at the end of class.

  • Hands-On Experience includes:

    • Installing a developer Kafka broker
    • Creating a Kafka producer
    • Creating a Kafka consumer
    • Configuring reliable data delivery
    • Process streaming data

Apache Kafka: Hands-On Training Outline

  • Day 1

    Chapter 1: Apache Kafka (42 slides)

    • Publish/Subscribe Messaging
    • Apache Kafka
    • Installing Kafka
    • Hands-On Exercise 1.1: Installing Kafka

    Chapter 2: Producers and Consumers (51 slides)

    • Constructing a Kafka producer
    • Synchronous and asynchronous messages
    • Configuring producers
    • Serializers and partitions
    • Hands-On Exercise 2.1 Creating a Kafka producer
    • Consumers and consumer groups
    • Creating a Kafka consumer
    • Subscribing to Kafka topics
    • Consuming messages
    • Deserializers
    • Hands-On Exercise 2.2: Creating a Kafka producer
  • Day 2

    Chapter 3: Reliable Data Delivery (15 slides)

    • Reliability Guarantees
    • Broker configuration
    • Producers in a reliable system
    • Consumers in a reliable system
    • HO 3.1 Reliable data delivery

    Chapter 4: Building Data Pipelines (21 slides)

    • Considerations when building data pipelines
    • Kafka Connect
    • Hands-On Exercise 4.1: Building a data pipeline

    Chapter 5: Stream Processing (51 slides)

    • Stream processing concepts
    • Examples of Kafka Streams
    • Kafka Streams architecture
    • Hands-On Exercise 5.1: Stream processing Twitter data

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Apache Kafka: Hands-On Training FAQs

  • How much time is spent on hands-on exercises?

    Approximately 40% of time on the course is devoted to hands-on exercises, allowing you to gain extensive experience with Kafka. Exercises include:

    • Installing a Kafka broker for development
    • Writing Kafka producers and consumers
    • Leveraging Kafka features for reliable data delivery
    • Building Kafka data pipelines
    • Receiving and processing streaming data using Kafka
  • What background do I need to take this class?

    This course assumes a background in Java programming, to the level of Learning Tree Introduction to Java Programming Training.

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