Talend Big Data Advanced – Spark Batch

Who Should Attend?

Complete TALEND BIG DATA BASICS Using TALEND STUDIO to interact with BIG DATA SYSTEMS

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Duration: 1 Day

To complete Talend Big Data Basics using Talend Studio to interact with Big Data Systems.

  • Create a Big Data batch Job using the Spark framework
  • Copy data from a local file to HDFS
  • Copy data from MySQL to HDFS
  • Create a Hive table and copy data from HDFS to it
  • Import tweets to HDFS
  • Join, sort, and aggregate data
  • Use caches for faster processing
  • Query data from a Hive table using Hive QL
  • Query data from Spark datasets using Spark SQL
  1. Introduction to Spark
    • Monitoring the Hadoop cluster
    • Setting up the development environment
    • Understanding the basics of Spark
    • Analyzing customer data
  2. Sentiment Analysis Use Case
    • Monitoring the Hadoop cluster
    • Setting up the development environment
    • Loading tweets into HDFS
    • Processing tweets with Spark
    • Scheduling job execution
  3. Download Analysis Use Case
    • Setting up the development
      environment
    • Loading customers to Hive
    • Download analysis
    • Using Spark SQL to query data

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