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The Total Data Quality Framework
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The Total Data Quality Framework

This course is part of Total Data Quality Specialization.

Course Cost

Free course

Beginner

Skill Level

10 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.

4.5

2,632 Enrolled

English

4.5

2,632 Enrolled

English

What you'll learn

  • Differentiate between designed and gathered data types

  • Apply the Total Data Quality Framework dimensions

  • Evaluate data validity and processing methods

  • Assess data access and source quality

  • Manage missing data challenges

  • Implement data quality assessment strategies

Skills you'll gain

Data Quality Assessment
Data Classification
Statistical Analysis
Data Validation
Data Processing
Quality Framework Implementation
Data Access Management
Data Source Evaluation
Missing Data Analysis
Research Methods

This course includes:

8.2 Hours PreRecorded video

7 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 4 modules in this course

This foundational course introduces students to the Total Data Quality Framework, covering both designed and gathered data evaluation. The curriculum explores measurement dimensions including validity, data origin, and processing, as well as representation dimensions such as data access, sources, and missingness. Through case studies and practical examples, students learn to identify potential threats to data quality and implement effective quality assessment strategies across different data types and collection methods.

Introduction, Different Types of Data and the Total Data Quality Framework

Module 1 · 2 Hours to complete

Measurement Dimensions of Total Data Quality: Validity, Data Origin, and Data Processing

Module 2 · 4 Hours to complete

Representation Dimensions of Total Data Quality: Data Access, Data Source, and Data Missingness

Module 3 · 3 Hours to complete

Data Analysis as an Important Aspect of TDQ

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.

The Total Data Quality Framework

Beginner

Skill Level

10 Hours

Self-paced Video lessons

Course Cost

Free course

Completion

CERTIFICATE

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.