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Talend Data Quality

( Duration: 2 Days )

The Talend Data Quality training course, is designed to help you immediately utilize Talend Studio for Data Quality. You will learn to evaluate data quality according to a set of metrics and thresholds based on indicators, models, and rules for each data item to be analyzed or monitored.

By attending Talend Data Quality workshop, delegates will learn to:

  • Connect to a database and run an analysis on it
  • Examine the contents of a connection to a data source
  • Create, configure, and run a column analysis
  • Generate regular expressions for pattern matching in an analysis to test data quality
  • Define indicator thresholds that are flagged in analysis results when violated
  • Create, configure, and run different types of table analysis
  • Define a SQL business rule and set up an analysis to identify rows that conflict with your rule
  • Create, configure, and run a table match analysis to search for duplicates
  • Use advanced matching to enhance identification of duplicates
  • Ensure data privacy by shuffling and masking customer data
  • Display analysis reports in PDF files and on Data Quality Portal

  • Attend a training on Talend Data Integration - Essentials or Talend Studio - Essentials or equivalent experience, as well as familiarity with SQL

The Talend Data Quality class is ideal for anyone who wants to use Talend Studio for Data Quality to assess data quality



Data quality in context

  • Concepts

Data quality analysis

  • Creating a database connection
  • Performing structural analyses
  • Performing a basic column analysis
  • Adding regular expressions
  • Defining indicator thresholds
  • Applying advanced statistics
  • Generating Jobs from an analysis
  • Using a column set analysis
  • Using a business rule analysis
  • Using redundancy analysis

Advanced matching

  • Getting ready for match analysis
  • Reviewing the match analysis process
  • Performing a match analysis
  • Configuring additional settings for the table match analysis
  • Using a matching integration Job
  • Deduplicating addresses

Data cleansing

  • Cleansing email addresses
  • Standardizing country codes

Data privacy

  • Shuffling data for privacy
  • Masking data for privacy
  • Masking data based on a pattern

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses 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

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