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What is version control

Atlassian Git Tutorial

Version control, also known as source control, is the practice of tracking and managing changes to software code. Version control systems are software tools that help software teams manage changes to ...

How to Version Control your Machine Learning task — I

Towards Data Science

A component of software configuration management, version control, also known as revision control or source control,[1] is the management of changes to documents, computer programs, large web sites…

Overview of GIT Version Control System

Analytics Vidhya

In software engineering, version control (also known as revision control, source control, or source code management) is system responsible for managing changes to computer programs, documents, large…

A Quick Primer to Version Control Using Git

Towards Data Science

Version control is a type of system that allows you to keep track of changes made to your code over time. As such, version control is useful because: As coding is an integral aspect of data science…

Version Control or Die

Level Up Coding

As a programmer, one thing I’ve learned the hard way is that version control is not just a nice-to-have — it’s a necessity. In fact, I would go so far as to say, “Version Control or Die.” That might s...

Introduction to Data Version Control

Towards Data Science

What is Data Version Control (DVC)? Any production-level system requires some kind of versioning. A single source of current truth. Any resources that are continuously updated, especially simultaneous...

Version Controlling in Practice: Data, ML Model, and Code

Towards Data Science

Version control is a crucial practice! Without it, your project may become disorganized, making it challenging to roll back to any desired point. You risk losing critical model configurations, weights...

Data Versioning for Efficient Workflows with MLFlow and LakeFS

Towards AI

Version Control Systems, such as Git, are essential tools for versioning and archiving source code. Version Control helps you keep track of the changes in the code. When a change is made, an error…

Use semantic versioning

Java Best Practices

Semantic versioning is a well-specified convention used by many software projects, although admittedly the extent to which the convention is followed can vary considerably between projects. In essenc...

Use semantic versioning

Java Best Practices

Semantic versioning is a well-specified convention used by many software projects, although admittedly the extent to which the convention is followed can vary considerably between projects. In essence...

Stop Messing Up Your API Versions!

Javarevisited

Recently, I got the requirement to update my API to a new version, also the old version running to support existing clients. My original endpoint was /products . So, I thought: Let's switch to /v1/pro...

Automatic CHANGELOG with commit and version standardization in Python

Level Up Coding

Semantic versioning was a structure of rules created within the universe of software management, and this structure aims to control tags and avoid a problem called “dependency hell”, which prevents…