Collibra Data Quality : Collibra Data Quality Management

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Collibra Data Quality : Collibra Data Quality Management
Published 12/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 723.78 MB | Duration: 1h 29m

Learn Collibra DQ functionality quickly in an easy to undertand way. No complex concepts, making it ideal for beginners

What you'll learn

Introduction to Collibra Data Quality

Learn Collibra Data Quality functionality

What is Data Quality & How data quality works with collibra

Learn some of the best practices of using the tool

Learn how to use Collibra Data Quality & Observability

Adaptive Rules in Collibra Data Quality with Hands on lab

Learn how to Create your own custom Data Quality rules or DQ rules .

Learn How to Schedule the DQ job and Alerts in Collibra DQ

Learn 9 dimensions of Collibra Data Quality with example

Learn Views in Collibra Data Quality.

Perform Hands On Lab and will do Case Study on Collibra Data Quality

Learn how to schedule, create alerts, profile data, report and more!

Learn how to create and run Data Quality Checks (DQ Checks)

Requirements

Collibra Data Quality free trial will help you explore the functionality. However it is not mandatory if you wish to only get familiar with Collibra without practicing

Description

Master Collibra Data Quality with EaseLearn Collibra Data Quality (DQ) functionality quickly with a simple, beginner-friendly approach. No overwhelming jargon or complex concepts-just clear, practical insights to help you get started with confidence.Learn what you can expect from Collibra Data Quality quickly!Collibra Data Quality & Observability is considered by many the best tool to manage your data sets by learning through observation rather than human input. Collibra Data Quality applies the latest advancements in Data Science and Machine Learning to the problem of Data Quality. Surfacing data issues in minutes instead of months.This is a course for absolute beginners that have never used Collibra Data Quality & Observability. We will cover the main features without going into too much detail so you can quickly become familiar with the tool and its capabilities.Why This Course?Simplicity First: Designed for beginners, this course breaks down Collibra DQ functionality into easy-to-understand steps.Real-World Applications: Learn how to apply Collibra's DQ tools in practical scenarios to enhance data governance and reliability.Hands-On Learning: Gain direct experience with Collibra workflows, profiling, and rules creation to ensure data accuracy.What You Will Learn:Introduction to Collibra Data Quality Features:Overview of Collibra's Data Quality capabilities.How Collibra integrates Data Quality into data governance frameworks.Core Collibra Data Quality Features:Setting up and managing Data Quality Rules.Automating data profiling and anomaly detection.Leveraging Collibra workflows for cleansing and monitoring.Key Data Quality Concepts in Collibraata profiling and its role in understanding datasets.Data standardization and cleansing using Collibra DQ tools.Record linkage and identity resolution for accurate entity management.Adaptive Rules in Collibra Data Quality with Hands on labCreating own custom DQ rulesLearn How to Schedule the DQ job and Alerts in Collibra DQLearn 9 dimensions of Collibra Data Quality with exampleLearn Views in Collibra Data Quality.Perform Hands On Lab and will do Case Study with exampleLearn how to create and run Data Quality Checks (DQ Checks)Review and Analyze reports and scorecards, configure and manage rules, and configure and manage alerts.Best Practices in Collibra Data Quality :Aligning DQ rules with organizational standards.Using Collibra dashboards for continuous monitoring and reporting.Integrating Collibra with existing data pipelines for seamless governance.Course Benefits:Clear, beginner-friendly explanations of Collibra DQ features.Step-by-step tutorials to build confidence in using Collibra tools.Practical examples and workflows to solidify your understanding.Who This Course Is Forata Management Beginners: Start your Data Quality journey with Collibra.Data Governance Professionals: Enhance your skills by mastering Collibra DQ.Business Analysts & Managers: Understand how Collibra DQ ensures data reliability.Unlock the power of Collibra Data Quality and transform your approach to managing data!

Overview

Section 1: Introduction

Lecture 1 Introduction to Collibra Data Quality Course

Lecture 2 Course Overview

Section 2: Collibra Data Quality

Lecture 3 What is Data Quality and Collibra Data Quality ?

Lecture 4 How does Collibra Data Quality works ?

Lecture 5 Benefits of Collibra Data Quality

Lecture 6 8 Ways Collibra Data Quality adds value & why we need to learn collibra for DQ ?

Section 3: Collibra Data Quality Tool

Lecture 7 How new Data Quality (DQ) check is created ?

Lecture 8 Demonstration of how to create new data quality check in collibra

Section 4: Adaptive Rules in Collibra Data Quality

Lecture 9 Adaptive Rules in Collibra Data Quality

Lecture 10 5 Adaptive Rules in collibra Data Quality

Lecture 11 Demonstration of Adaptive Rules in collibra with example of healthcare data.

Section 5: Custom Data Quality Rules in Collibra DQ

Lecture 12 Custom Data Quality Rules and How to apply them ?

Section 6: Scheduling the Data Quality Jobs in Collibra DQ

Lecture 13 Schedule the Data Quality Job in Collibra

Lecture 14 Demonstration of Scheduling a Data Quality Job in Collibra DQ

Section 7: Scheduling Alerts in Collibra Data Quality (DQ)

Lecture 15 Alerts in Collibra Data Quality (DQ)

Lecture 16 Demonstration of how to schedule alerts in Collibra Data quality tool

Section 8: Collibra Data Quality Score Dashboard

Lecture 17 Collibra Data Quality Scoring : Behavior and Rules

Lecture 18 Collibra Data Quality Scoring : Outliers and Pattern

Lecture 19 Collibra Data Quality Scoring : Source and Schema

Lecture 20 Collibra Data Quality Scoring : Dupes , Shapes & Record

Section 9: Views in Collibra Data Quality

Lecture 21 Scorecards, List view , Assignments and Pulse View in Collibra Data Quality.

Data Professionals looking to undertand Collibra's Data Quality functionality,Beginners that have never used Collibra Data Quality & Observability,Professionals in Data Organizations: Build your expertise in managing Data Quality effectively.,Data Management Practitioners: Gain practical skills in leveraging Collibra Data Quality for governance.,Business Leaders and Management: Understand the impact of Data Quality on organizational success.,Anyone Seeking to Learn Data Quality: Add this valuable skill to your resume and grow your career.

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