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Data Versioning
5 posts about Data Versioning by 4 contributors.
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- Articles
- 5
- Contributors
- 4
Articles about Data Versioning
- Article · Machine Learning
DVC Data Versioning: How to Keep Machine Learning Experiments Reproducible
Learn how to use DVC with Git to version datasets and model artifacts, build reproducible machine learning pipelines, configure remote storage, and compare experiments.
- Article · Business Intelligence(BI)
Data Versioning: Managing and Tracking Changes in Modern Data Systems
Data versioning tracks changes in datasets over time, ensuring reproducibility, debugging, and consistency. Essential for modern data systems and ML pipelines.
- Article · SQL Server
Designing a Data Versioning System — store history of every record (SQL Server + .NET)
Implement data versioning in SQL Server and .NET to track record changes. Essential for audit, compliance, and features like time travel and record revert.
- Article · SQL Server
Data Versioning and Auditing in SQL Server with Temporal Tables
SQL Server Temporal Tables offer built-in data versioning and auditing, simplifying history tracking and compliance. Restore data, query past states easily!
- Article · ASP.NET
Audit Trail And Data Versioning With C# And MVC
This article describes implementing an audit trail and data versioning system using C# reflection and SQL databases. It focuses on medical records applications, outlining database setups, MVC application scaffolding, CRUD operations, and using reflection to compare data states for creating comprehensive audit logs.
