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Data Quality Tool - Quick Intro for Absolute Beginners (Udemy.com)

Master a data quality tool and the best practices to profile, cleanse, validate, and enrich your organization’s data.

Created by: Georgi Smarts

Last updated October 2026

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What you will learn

  • Learn Data Quality tool functionality
  • Learn some of the best practices of using a data quality tool
  • Learn how to schedule, create alerts, profile data, report and more!
  • Learn how to use one of the best Data Quality tools

How it compares

Against the other 1,182 rated Udemy courses in IT & Software on CourseDuck:

  • Rating4.7 out of 5higher than 86% of them
  • Reviews1,067#377 of 1,183 by number of reviews
  • Length2.3 hoursshorter than 80% of them
  • Last updatedOctober 2026more recently than 97% of them

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Course Description

This course contains the use of artificial intelligence.

Disclaimer:
This course is not sponsored by, affiliated with, or endorsed by Collibra or its affiliates. All product names and trademarks are the property of their respective owners.


Modern data quality and observability tools are considered by many to be the best way to manage your data sets by learning through observation and automation rather than manual input. These platforms apply the latest advancements in data science and machine learning to the challenge of data quality, surfacing issues in minutes instead of months.

This is a course for absolute beginners who have never used a data quality and observability tool before. We will cover the main features without going into too much detail, so you can quickly become familiar with the tool’s interface and capabilities.

What will you learn in this course:

  • How to set up an account with a data quality tool

  • Get familiar with a typical data quality tool interface

  • How connecting to data sources works

  • How running data quality jobs works

  • Understanding data scoring and quality metrics

  • Data patterns and profiling features

  • Duplicate detection

  • Schema monitoring

  • Record and source monitoring

  • Data formatting and shape validation

  • Outlier detection

  • Setting up data rules and behaviors

  • Scheduling data quality checks

  • Using scorecards and dashboards

  • Exploring data catalogs

  • Generating reports and alerts

  • Admin options and best practices

This course is for absolute beginners. If you have experience with data quality tools, you may find the course too basic. However, if you are new to data quality and observability tools, this will be a great starting point. I will also provide tips and resources for further learning after you master the basics.

If this is what you are looking for, enroll today and I will see you in the first lesson!

This course contains a promotion.


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Instructor Details

Georgi Smarts

12 years leading IT, data and project initiatives at HP (later Hewlett Packard Enterprise) and VMware (later Broadcom). 400K+ learners. 57 courses. 89K+ reviews.

I’m Georgi. For over a decade I worked for some of the world’s largest technology companies, delivering international IT and data programs, leading cross-functional teams, and using the same project management, data and AI tools that employers now expect professionals to know.

Today I teach those skills to people who want to move their careers forward. Everything in my courses comes from real enterprise work, not theory.

Who my courses are for

You want to grow in your current role. You’re aiming for a promotion, a bigger scope, or a seat at the table where decisions are made. I’ll teach you the skills that make you the person your team relies on.

You want to change careers. You’re moving into data or an AI-focused role, maybe from a completely different field. I’ll give you a clear path, the practical skills employers look for, and the confidence to talk about them in an interview.


What I teach

AI for professionals. Use AI tools to work faster, plan better and make sharper decisions. This is fast becoming a baseline expectation in every role, and an advantage for those who learn it early.

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Reviews

4.7

1,067 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Achmad Farizky on 4/26/2026

This was a wonderful training for someone like me who is learning data quality management and has never used Collibra or other commercial tools. It really strengthened my understanding of metadata and data quality management.

By Sangita on 4/24/2025

I wanted to understand Collibra Tool , how it helps for data quality, this course aligns with my learning pace.

By Mia Allen on 8/29/2024

Very clear to understand with high quality guidance. The course so far has allowed me to gain a thorough base off of which to apply the platform to my own use case.

By Anonymized User on 7/16/2024

This is very basic with very minimal hands on experience. I think Teacher can make this course better by adding more hands on examples and explain option in little more detail.

By Ramesh Kumar Reddy Devireddy on 5/9/2024

This is excellent start for learning Collibra for beginners. Thanks for the lectures, very informative. Thanks

By Bryan C Ferguson on 4/5/2024

Excellent course to break into the use of Collibra. I would recommend this for any first-time users to start to get an understanding of the power within Collibra.

By Keith Kowlessar on 2/1/2024

Perfect! Very useful to get an understanding of the Collibra especially if you have no idea what this tool is about. Considering that I only heard of the tool and never actually used Collibra. It provided clarity and makes me what to delve deeper into it.

By Satish Ramadenu on 1/11/2024

I do not have any prior experience in Collibra however, it helps to be from the data background to quickly grasp the concepts. The course was quick and efficient to get us up and running. Good learning.

By Kieran Gane on 6/27/2023

This was a good, comprehensive introduction into the DQ module in Collibra. I feel ready to start working on it now.

By Alexander Desousa on 6/6/2023

It was an amazing experience. I really enjoy the course. The course gave me the confidence to go much deeper with Collibra. The teacher did a great job. I will take another course with him again. Thank you so much Alex Desousa

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Overall Score : 94 / 100