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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...

API Versioning : the guide

Javarevisited

API Versioning : the guide In web application development, REST APIs play a central role in allowing clients — mobile applications, web front-ends, or partners — to access data and services. However,...

👥 Edge#153: ML Model Versioning

TheSequence

In this issue: we discuss ML Model Versioning; we explore how Uber backtests and versions forecasting models at scale; we overview Lyft’s Amundsen, an open-sourced data discovery and versioning platfo...

Feature Engineering using Featuretools with code

Analytics Vidhya

Feature engineering, also known as feature creation, is the process of constructing new features from existing data to train a machine learning model. Typically, feature engineering is a drawn-out…

Branches Are All You Need: Our Opinionated ML Versioning Framework

Towards Data Science

A practical approach to versioning machine learning projects using Git Branches that simplifies workflows and organises data and models TL;DR A simple approach to versioning machine learning projects...

Stop One-Hot Encoding your Time-based Features

Towards Data Science

Feature Engineering is an essential component of the data science model development pipeline. A data scientist spends most of the time analyzing and preparing features to train a robust model. A raw…

Semantic Versioning

Better Programming

Demystifying SemVer and avoiding “dependency hell” Continue reading on Better Programming

An Introduction to Semantic Versioning

Level Up Coding

Semantic versioning is a system to help developers, project managers, and consumers have a universal way of understanding the release process. Semantic versioning is some guidelines so that we can…

Semantic versioning with git flow and the marvelous way to go there

Level Up Coding

What is semantic versioning anyway? Semantic versioning (also referred as SemVer) is a versioning system to use when developing/releasing a software. Semantic versioning offers a universal way of…

Optimizing Feature generation

Towards Data Science

Feature generation is the process of creating new features from one or multiple existing features, potentially for use in statistical analysis. This process adds new information to be accessible…

A Better Versioning Technique for Frontend Applications

Better Programming

The healthy approach A little bit of story how did we got here. We’ve all been there at some point in time. App versions are simplified to just whole numbers and increment with every release… or not....