Data Quality Masterclass - The Complete Course
- Offered byUDEMY
Data Quality Masterclass - The Complete Course at UDEMY Overview
Duration | 6 hours |
Total fee | ₹399 |
Mode of learning | Online |
Difficulty level | Beginner |
Credential | Certificate |
Data Quality Masterclass - The Complete Course at UDEMY Highlights
- 30-Day Money-Back Guarantee
- Certificate of completion
- Full lifetime access
- Learn from 4 downloadable resources and 1 article
Data Quality Masterclass - The Complete Course at UDEMY Course details
- What is Data Quality and why it is important
- What are the different Data Quality Management techniques
- What are the different Data Quality Dimensions
- What are the important roles within Data Quality Management
- Best Practices from the Industry
- Learn quickly with my Data Quality Management course that covers the latest best practices from the Data Industry The course is structured in such a way that makes it easy even for absolute beginners to get started! This course will give you a deep understanding of the Data Quality Management discipline by using hands-on, contextual examples designed to showcase why Data Quality is important and how how to use Data Quality principles to manage the data in your organization. In this Data Quality course you will learn's What is Data Quality What is Data Quality Management Why is Data Quality Important and how it affects your business What are the different Data Quality Dimensions What are Data Quality Rules Profiling Data Parsing Data Standartization Identity resolution Record linkage Data cleansing Data enhancement What is the Data Quality Process What are the different Data Quality Roles Data Quality Tools and their importance Data Quality Best practices and much, much more! Enroll today and enjoy: Lifetime access to the course6 hours of high quality, up-to-date video lectures Practical Data Quality course with step-by-step instructions on how to implement the different techniques again for checking out my course and I look forward to seeing you in the classroom!
Data Quality Masterclass - The Complete Course at UDEMY Curriculum
Introduction
Introduction
Download the Course Resources
Certificate of Completion - how to get it
The Basics
What is Data Quality?
What is Data Quality Management?
The Impact of Poor Data Quality
Estimations on Cost of Poor Data Quality
Data Quality Issue from real world case studies
Why do we have bad data?
[QUIZ] Data Quality Basics
6 Key Data Quality Dimensions
What is a Data Quality Dimension?
Data Accuracy
Data Validity
Data Timeliness
Data Completeness
Data Uniqueness
Data Consistency
[QUIZ] Data Quality Dimensions
Data Quality Rules
What are Data Quality Rules
Steps to Implement your own Data Quality Rules
Example of implementing Data Quality Rules
Data Quality Rules - Example 2
[QUIZ] Data Quality Rules
Data Quality Techniques/Tools
Data Profiling - What is it?
Data Profiling - use cases
Data Parsing
Benefits of Data Parsing
Data Standardization
Identity Resolution
Identity Resolution Process
Identity Resolution Benefits
Data Linkage
Data Cleansing
Data enhancement
Data inspection and monitoring
[QUIZ] Data Quality techniques
Data Quality Roles
Data Quality Roles intro
Data Quality Manager
Data Quality Analyst
Data Owner
Data Steward
Data Custodian
Data consumer
[QUIZ] Data Quality Roles
Data Quality Process
The Data Quality Management process
Step 1 - Define the Data Quality Improvement goals
Step 2 - Data Profiling
Step 3 - Conduct Data Quality Assessment
Step 3 addition - Using Root Cause Analysis Tools
Step 4 - Resolve Data Quality Issues
Step 5 - Monitor and Control
Data Quality Tools
Why Data Quality Tools are important?
What is important in a Data Quality Tool?
The Magic Quadrant for Data Quality Solutions by Gartner
Informatica
IBM
SAP
Talend
Precisely
Ataccama
How to choose the right Data Quality Tool?
Optional Section - Data Governance
Why invest time learning about Data Governance?
What is the difference between Data Governance and Data Quality
Data Governance Definition
Why do you need Data Governance
Data Governance Gone Wrong
Data Governance Core Principles
Data Governance Roles & Respnsibilities
Data Quality Best Practices
Top 5 Best Practices to implement
Optional Section - Example of a Data Quality Tool
Intro
Setting up your account
The Interface
Connect to Data
Running Jobs
Job options
Overview of Data Quality Scoring
Data Profile page
Shapes
Duplicates
Schema
Record
Source
Pattern
How to adjust the features
Outliers
Rules
Data Behaviour
Outro
What Next
Thank You
Bonus Lecture
Data Quality Masterclass - The Complete Course at UDEMY Faculty details
Other courses offered by UDEMY
Student Forum
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