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Data Fragmentation: The Pattern High Performers Break
Is your organization suffering from data chaos? When the sales team has one number, marketing has another, and operations has a third, it's impossible to make sound business decisions. This problem, known as data fragmentation, is a silent killer of productivity and trust.
In this video, we break down exactly why data fragmentation happens and give you a practical, step-by-step playbook to fix it. We explore the common causes, from short-term fixes and departmental silos to the challenges of integrating new companies and the hidden dangers of "homebrew" databases like spreadsheets and old MS Access files.
Whether you're a data professional or a business leader, this guide will show you how to move from a state of conflicting information to a single source of truth. Learn how to take inventory, document processes, understand user needs, and finally reconcile business rules to create a data environment that everyone can rely on.
Chapters
00:00 What is Data Fragmentation?
00:53 Why Does Data Fragmentation Happen?
01:56 The Danger of Departmental Silos
02:23 How Enterprise Acquisitions Create Data Chaos
03:57 The Lack of Data Expertise in SMBs
06:36 How to Fix It: Inventory and Documentation
08:53 Reconciling Different Business Rules
09:50 The Key to a Successful Data Strategy
Видео Data Fragmentation: The Pattern High Performers Break канала Chris Gambill | Data Engineering Strategy
In this video, we break down exactly why data fragmentation happens and give you a practical, step-by-step playbook to fix it. We explore the common causes, from short-term fixes and departmental silos to the challenges of integrating new companies and the hidden dangers of "homebrew" databases like spreadsheets and old MS Access files.
Whether you're a data professional or a business leader, this guide will show you how to move from a state of conflicting information to a single source of truth. Learn how to take inventory, document processes, understand user needs, and finally reconcile business rules to create a data environment that everyone can rely on.
Chapters
00:00 What is Data Fragmentation?
00:53 Why Does Data Fragmentation Happen?
01:56 The Danger of Departmental Silos
02:23 How Enterprise Acquisitions Create Data Chaos
03:57 The Lack of Data Expertise in SMBs
06:36 How to Fix It: Inventory and Documentation
08:53 Reconciling Different Business Rules
09:50 The Key to a Successful Data Strategy
Видео Data Fragmentation: The Pattern High Performers Break канала Chris Gambill | Data Engineering Strategy
Data Fragmentation Data Management Data Strategy Business Intelligence Single Source of Truth Data Governance Data Silos Data Chaos Data Cleaning Data Reconciliation What is Data Fragmentation How to fix data fragmentation ETL Data Engineering Data Analytics Data for Business Business Analyst Data Analyst IT Management Excel Spreadsheets MS Access Database Management data engineer data engineer roadmap data engineering data silos
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18 июня 2025 г. 20:37:57
00:10:22
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