MLOps with GitHub Actions

5articles

In this series, you will learn an overview of what MLOps is and how do we build an MLOps pipeline with GitHub Actions.

Introduction to MLOps and GitHub Actions

How many of you have seen the growth in the use of AI over the last few years? Probably a lot. In recent years, we observed tremendous growth in AI usage. Companies across various industries have been leveraging the power of AI to provide innovative ...

Jul 2, 2024

Setting Up GitHub for MLOps

Welcome to back to article #2 of the Introduction to MLOPs with GitHub Actions series. This series aims to be very beginner-friendly with low code for those who just wants to learn MLOps principles and apply it simply with GitHub Actions. If you miss...

Jul 9, 2024

Implementing CI/CD Pipelines with GitHub Actions for MLOps

Welcome back to Week 3 of Introduction to MLOps with GitHub Actions series! This series aims to be very beginner-friendly with low code for those who just wants to learn MLOps principles and apply it simply with GitHub Actions. If you have missed the...

Jul 16, 2024

Advanced MLOps Techniques with GitHub Actions

Welcome back to another article for Introduction to MLOps with GitHub Actions series! This series aims to be very beginner-friendly with low code for those who just wants to learn MLOps principles and apply it simply with GitHub Actions. Please ensur...

Jul 24, 2024

Best Practices and Optimization Tips for MLOps with GitHub Actions

Welcome back to another article in the Introduction to MLOps with GitHub Actions series! This series aims to be very beginner-friendly with low code for those who just wants to learn MLOps principles and apply it simply with GitHub Actions. If you ha...

Jul 30, 2024