MLOps with GitHub Actions
Introduction to MLOps and GitHub Actions
What MLOps is, why machine learning projects need it, and how GitHub Actions fits the ML lifecycle. Opening part of a six-part hands-on series.
Jul 2, 2024
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MLOps with GitHub Actions
6parts
Setting up MLOps pipelines on GitHub Actions, from a first workflow through CI/CD, optimization and team collaboration.
- 1Introduction to MLOps and GitHub Actions
- 2Setting Up GitHub for MLOps
- 3Implementing CI/CD Pipelines with GitHub Actions for MLOps
- 4Advanced MLOps Techniques with GitHub Actions
- 5Best Practices and Optimization Tips for MLOps with GitHub Actions
- 6Directions in MLOps: Exploring More Collaboration with GitHub Actions
MLOps with GitHub Actions
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...
Jul 9, 2024
MLOps with GitHub Actions
Implementing CI/CD Pipelines with GitHub Actions for MLOps
How to build a CI/CD pipeline for machine learning with GitHub Actions: the three components of an ML application and the workflow that ties them.
Jul 16, 2024
MLOps with GitHub Actions
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...
Jul 24, 2024
MLOps with GitHub Actions
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...
Jul 30, 2024
MLOps with GitHub Actions
Directions in MLOps: Exploring More Collaboration with GitHub Actions
Hello everyone! Here it is, the final article to conclude 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...
Aug 7, 2024