Infomatica Data Quality for Analysts 10.2x Training Course
Informatica Data Quality for Analysts 10.2x is an introductory course aimed at helping business and data analytics professionals grasp the significance of data quality. The course focuses on how to assess and enhance the accuracy, completeness, validity, and consistency of data. It provides a comprehensive overview of the key steps involved in the Data Quality Process, including the use of Informatica products and features for data analysis. Additionally, it covers essential skills necessary for maintaining and improving data quality over time.
Topics include:
• An introduction to data quality
• An overview of the Data Quality process
• Utilizing Informatica Analytic Services to analyze data
• Managing reference data
• Using scorecards and rules to assess data quality
• Implementing business process improvements
• Ensuring data accuracy and consistency through data stewardship
• Creating dashboards and data visualizations
• Enhancing and updating data through data integration
• Enforcing accuracy and consistency with business rules
• Improving data using cleansing and enrichment techniques
Course Outline
Data Quality Management
- Data Quality Problems
- Data Quality Services
- Data Quality Management Process
Working with Analyst
- Navigating through the Analyst Interface
- Connection & Projects
- Analyst Objects
- Mapping Specification
Profiling with Analyst
- Profiling
- Creating Profiling Rules
- Create & run Scorecards
- Lab #1: Import Flat Files and Connect to Tables
- Lab #2: Profiling, Mapping Specification, Rules and Collaboration
Reference Table
- Definition
- Create and manage Reference tables
- Lab #3: Reference Table Management
- Lab #4: Scorecarding
Data Domain Discovery (Advanced Data Profiling)
- What are Data Domains
- Data Domain Discovery
- Entity Discovery
- Enterprise Discovery in Analyst tool
- Lab #5: Data Domain and Enterprise Discovery
Rule Specification
- Definition
- Features
- Rule Logic
- Validate, Test & Generate Rules mapplets
- Lab #6: Rule Builder
Project Collaboration
- Add Tags & comments on fields
- Collaboration between Analyst and Developer
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Testimonials (2)
Doing Exercise
Joe Pang - Lands Department, Hong Kong
Course - QGIS for Geographic Information System
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
Ian - Archeoworks Inc.
Course - ArcGIS Fundamentals
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