EncartaLabs

Talend Big Data - Machine Learning

( Duration: 1 Day )

The Talend Big Data - Machine Learning training course, covers the implementation of machine learning algorithms in Big Data batch Jobs using the Spark framework.

By attending Talend Big Data - Machine Learning workshop, attendees will learn to:

  • 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

  • Attend Talend Big Data - Essentials or Talend Data Quality - Essentials course or equivalent experience.

Anyone who wants to use Talend Studio to industrialize machine learning algorithms

COURSE AGENDA

1

Machine learning in context

  • Concepts
2

SMS classification use case

  • Exploring an SMS classification use case - decision trees
  • Creating an SMS classification model
  • Testing the SMS classification model
3

Movie recommendation use case

  • Exploring a movie recommendation use case - alternating least squares
  • Building a movie recommendation model
  • Testing the movie recommendation model
4

Iris classification use case

  • Exploring an iris flower classification use case - Naive Bayes classifier
  • Building an iris classification model
  • Testing the iris classification model
5

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

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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