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Overview

This course will step you through the QualityStage data cleansing process. You will transform an unstructured data source into a format suitable for loading into an existing data target. You will cleanse the source data by building a customer rule set that you create and use that rule set to standardize the data. You will next build a reference match to relate the cleansed source data to the existing target data.

If you are enrolling in a Self Paced Virtual Classroom or Web Based Training course, before you enroll, please review the Self-Paced Virtual Classes and Web-Based Training Classes on our Terms and Conditions page, as well as the system requirements, to ensure that your system meets the minimum requirements for this course
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What You'll Learn

After completing this course, you should be able to:

  • Modify rule sets
  • Build custom rule sets
  • Standardize data using the custom rule set
  • Perform a reference match using standardized data and a reference data set
  • Use advanced techniques to refine a Two-source match

Who Should Attend

The intended audience for this course are:

  • QualityStage programmers
  • Data Analysts responsible for data quality using QualityStage
  • Data Quality Architects
  • Data Cleansing Developers
  • Data Quality Developers needing to customize QualityStage rule sets
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Prerequisites

Participants should have:

  • Compled the QualityStage Essentials course, or have equivalent experience
  • Familiarity with Windows and a text editor
  • Familiarity with elementary statistics and probability concepts (desirable but not essential)

Learning Journey

Coming Soon...

1. QualityStage Review

  • Course project
  • QualityStage review
  • Data Quality
  • Master Data Management
  • Investigate
  • Standardize
  • Match

2. Structure of a Rule Set

  • Rule Sets and Rule Set files
  • Classes and Classification tables
  • Thresholds
  • Dictionary files
  • Pattern action files
  • Optional tables

3. Creation of a Custom Rule Set

  • Custom Rule Set development cycle
  • Investigate data file
  • Parsing
  • SEPLIST/STRIPLIST updates

4. Initial Investigation of Data to Be Standardized

  • Word Investigation
  • Pattern report
  • Token report

5. Classification Table

  • Create the Classification Table
  • Classification schema
  • What to classify
  • Process
  • Resulting Classification File with Legend
  • Pattern review: refining the Classification Table

6. Pattern Action File

  • Pattern Action Language
  • Development of Pattern Action Sets
  • Refining Pattern Action Sets
  • Investigation of Standardized Results

7. Standardization Rules Designer

  • What is Standardization Rules Designer or SRD?
  • Using the SRD
  • SRD work areas
  • Rule Set revision and selection
  • Embedded assistance

8. Match Frequency

  • Match frequency job
  • Column mapping
  • Match frequency data set
  • Using match frequencies in a match job

9. Two-Source (Reference Match) Advanced Implementation

  • Create a reference match between standardized product data and warehouse data
  • Refine the match results using the description fields of the standardized product data and the warehouse data.

Instructors

Scott Duffy

Bestselling Azure & TOGAF® Trainer, Microsoft Azure MVP

4.8 (4.1k)
|
10 Courses
profile-instructor-a.png
Scott Duffy

Bestselling Azure & TOGAF® Trainer, Microsoft Azure MVP

4.8 (4.1k)
|
10 Courses
profile-instructor-a.png

Frequently Asked Questions (FAQs)

  • Why get IBM certified?

    IBM certifications validate your skills and expertise in a wide range of technologies, including hybrid cloud, data & AI, security, IT infrastructure, and business applications.

    These certifications are globally recognized and can help you advance your career, increase your earning potential, and demonstrate your commitment to professional development.

    IBM-certified professionals are in high demand, making them valuable assets to any organization seeking to leverage IBM's innovative solutions.

  • What to expect for the examination?

    IBM offers a variety of certification exams at different levels (Basic, Intermediate, and Advanced) covering various technologies and job roles.

    Exams typically consist of multiple-choice questions and may include scenario-based questions that assess your ability to apply your knowledge in real-world situations.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is IBM certification valid for?

    The validity period of IBM certifications varies. Some certifications, particularly those focused on specific product versions or technologies, may have expiration dates.

    However, many IBM certifications, especially those focused on broader skills or newer technologies, do not have an expiration date.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 16 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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