Talend Big Data Advanced – Machine Learning

Who Should Attend?

Complete TALEND BIG DATA BASICS using TALEND STUDIO to industrialize MACHINE LEARNING

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Duration: 1 Day
Training Date
  • 17 June 2020 (KL)
  • 12 October 2020 (KL)

To complete Talend Big Data Basics using Talend Studio to industrialize Machine Learning.

  • Connect to a Hadoop cluster from a Talend Job
  • Use context variables and metadata
  • Read and write files in HDFS in a Big Data Batch Job
  • Configure a Big Data Batch Job to use the Spark framework
  • Create and test recommendation models
  • Create and test classification models
  • Use a machine learning algorithm to deduplicate data

1. SMS Classification Use Case

  • Monitoring the Hadoop cluster
  • Exploring an SMS classification use case: decision trees
  • Connecting to your cluster
  • Creating an SMS classification model
  • Testing the SMS classification mode
  • 2. Movie Recommendation Use Case
  • Movie recommendation use case:
    alternating least squares
  • Building a movie recommendation model
  • Testing the movie recommendation model

3. Irises Classification Use Case

  • Exploring an Iris flower classification
    use case: Naïve Bayes classifier
  • Building an iris classification model
  • Testing the iris classification model

4. Child-Care Deduplication Use Case

  • Exploring a child care use case and
    dataset: matching
  • Setting up the environment
  • Pairing data
  • Building a matching model
  • Using the matching model
  • Merging groups of duplicates

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