Measuring Total Data Quality
This course is part of Total Data Quality Specialization.
Course Cost
Free course
Beginner
Skill Level
7 Hours
Self-paced Video lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Total Data Quality Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
English
What you'll learn
Learn metrics for evaluating Total Data Quality
Create comprehensive quality concept maps
Apply quality metrics to real datasets
Understand data validity and processing quality
Assess data source quality and missingness
Skills you'll gain
This course includes:
5.7 Hours PreRecorded video
7 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate

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There are 4 modules in this course
This comprehensive course covers the measurement and evaluation of Total Data Quality (TDQ). Students learn various metrics for assessing data quality at different stages, from data origin to analysis. The curriculum includes hands-on experience with real data and code examples in R, covering validity assessment, processing quality, data access, source quality, and missingness analysis. Through practical examples and case studies, students learn to create quality concept maps and understand trade-offs between different quality aspects.
Introduction and Measuring Validity and Data Origin Quality
Module 1 · 3 Hours to complete
Measuring Processing and Data Access Quality
Module 2 · 1 Hours to complete
Measuring Data Source Quality and Data Missingness
Module 3 · 2 Hours to complete
Measuring the Quality of Data Analysis
Module 4 · 1 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Total Data Quality Specialization
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.






