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Data Quality Fundamentals by Sid Inf Udemy Free Download: includes 8 lectures in 02h 46m. Total 1710 students enrolled and submit 400 Student Reviews

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Data Quality Fundamentals

Understand key concepts, principles and terminology related to Data Quality.

Created by
Sid Inf
Categories
Business
Review
4.4 (400 reviews)

Course Description

Last Updated: 10 May, 2022

Data quality is not necessarily data that is devoid of errors. Incorrect data is only one part of the data quality equation. Managing data quality is a never ending process. Even if a company gets all the pieces in place to handle today’s data quality problems, there will be new and different challenges tomorrow. That’s because business processes, customer expectations, source systems, and business rules all change continuously. To ensure high quality data, companies need to gain broad commitment to data quality management principles and develop processes and programs that reduce data defects over time.

Much like any other important endeavor, success in data quality depends on having the right people in the right jobs. This course helps you understand key concepts, principles and terminology related to data quality and other areas in data management. 

What you'll learn

  • Determine data quality requirements by studying business functions, gathering information, evaluating output requirements and formats.
  • Profile select data sets to ensure quality and develop the data visualizations necessary to both manage and communicate data quality.
  • Coordinate business efforts to deliver data that is fit for use for use in critical processes, analysis and reports.
  • Collaborate with business application team to document information architecture requirements as needed
  • Serve as a subject matter expert and perform data quality related functions for urgent, high visibility, high profile, and strategic projects while meeting challenging deadlines.

Requirements

  • Basic understanding of Enterprise Data Management
  • Basic understanding of Data Warehouse Concepts
What is Data Quality?
05:55
Example of Data Quality
07:53
Can we achieve 100 % Data Quality?
08:21
What can be done to achieve 100% Data Quality?
07:42
How can we measure Data Quality?
03:24
What are Data Quality Dimensions?
01:39
Consistency Data Quality Dimension
02:26
Completeness Data Quality Dimension
03:11
Timeliness Data Quality Dimension
02:51
Uniqueness Data Quality Dimension
01:52
Validity Data Quality Dimension
01:31
Accuracy Data Quality Dimension
01:18
Example of Data Quality Dimension
02:16
Data Quality Vs Data Governance
03:41
Introduction to the End to End Data Life Cycle with a case study
04:50
Data Maintenance
01:53
Data Derivation
02:30
Data Usage
02:17
Data Publication
02:18
Data Archival
02:04
Data Purging
01:53
Data Quality Life Cycle
10:56
What is Data Profiling?
04:26
Commonly used data types during Data Profiling
07:57
Data Profiling Vs Data Mining
01:38
What are the different types of Data Profiling?
06:04
Business Expectations on Data Quality
11:51
Impacts and Costs of Low Data Quality - Part 1
04:05
Impacts and Costs of Low Data Quality - Part 2
07:07
How to correct the existing errors in the Data Warehouse?
11:06
How does the Enhance, Transform and Calculate phase or the ETL phase help?
07:56
Data Standardization
06:51
Complete and Corrected Data
05:56
Match and Consolidate the Data
03:35
Different Data Quality Roles in an Enterprise
05:30

Student feedback

4.4

Course rating
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