Final Exam: Apache Kafka

Apache Kafka    |    Beginner
  • 1 Video | 32s
  • Includes Assessment
  • Earns a Badge
Final Exam: Apache Kafka will test your knowledge and application of the topics presented throughout the Apache Kafka track of the Skillsoft Aspire Data Infrastructure Journey.

WHAT YOU WILL LEARN

  • outline a use case for and the services offered by Apache Kafka
    recall why brokers, partitions, and replicas are used in Kafka
    install and set up Apache Kafka
    produce and consume basic messages with a Kafka topic
    provision a Kafka environment with multiple brokers
    create and use topics with partitions and replicas
    recognize the use cases of consumer groups
    create and use a consumer group
    recognize the different options available to improve the performance of a Kafka environment
    distinguish the different options available to improve the performance of a Kafka environment
    configure Kafka brokers using properties files
    enable and disable autogeneration of topics
    publish fake data on a Kafka topic
    install and configure Apache Spark
    create a Spark cluster with a master and worker
  • configure a Spark cluster using the spark-env.sh file
    recall the architecture and features of Apache Spark
    execute Spark commands and monitor jobs with the Spark web UI
    distinguish between Spark standalone and local deployment modes
    execute apps on a Spark standalone cluster
    manipulate streaming data and publish the output to the console
    develop a Spark application that publishes transformed data to a Kafka topic
    describe what windows are in the context of Spark Streaming and define them using DataFrames
    build a Spark application that reads from a Kafka topic
    subscribe to multiple Kafka topics from a Spark application
    control streaming data and publish the output to the console
    create a customer instance
    download and set up Apache Cassandra
    download and install the Confluent platform
    describe how to use Confluent to manage Kafka

IN THIS COURSE

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    Apache Kafka
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