---
title: "Discussion on \"Advanced MLOps Techniques with GitHub Actions\" | Hashnode"
description: "Discussion on \"Advanced MLOps Techniques with GitHub Actions\". MLOps and GitHub Actions series #4 | Learn ins and outs of MLOps"
url: "https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39"
---

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# [Advanced MLOps Techniques with GitHub Actions](https://blog.lo-victoria.com/advanced-mlops-techniques-with-github-actions?utm_source=hashnode&utm_medium=feed)

MLOps and GitHub Actions series #4 | Learn ins and outs of MLOps

Jul 24, 2024 · 4 min read · blog.lo-victoria.com  
Updated Oct 11, 2024  
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-   [#mlops](https://hashnode.com/tag/mlops)
-   [#github](https://hashnode.com/tag/github)
-   [#github-actions](https://hashnode.com/tag/github-actions)
-   [#devops](https://hashnode.com/tag/devops)
-   [#ci-cd](https://hashnode.com/tag/ci-cd)

## Written by

[Victoria Lo](https://hashnode.com/@victoria)

@victoria · Singapore

  
[View profile](https://hashnode.com/@victoria)

A nerd in books, tea, games and software.

I'm a solutions engineer lead, GitHub Star, Director of WomenDevsSG, and co founder of ragTech. I work at the intersection of tech, systems, and leadership, and this blog is where I share my journey through all three. Expect honest reflections, real experiences, and thoughts that are still forming rather than polished career advice.

## Responses 3

Markdown supported · ⌘↵ to post

[Madza](https://hashnode.com/@Madza)

[Jul 26, 2024](https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39/comment/66a31475dc67d160fde26e14)

Awesome writeup as always! Thanks a lot!

[Victoria Lo](https://hashnode.com/@victoria)

[Jul 26, 2024](https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39/comment/66a31475dc67d160fde26e14#reply-66a315c9065bfb5155cb526f)

Thank you [Madza](https://hashnode.com/@Madza) 🙏 means a lot coming from u!

[Sadra Yahyapour](https://hashnode.com/@lnxpy)

[Jul 25, 2024](https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39/comment/66a2afc5262db86af1aa88ae)

Thank you, Victoria, for this insightful series!

[Victoria Lo](https://hashnode.com/@victoria)

[Jul 26, 2024](https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39/comment/66a2afc5262db86af1aa88ae#reply-66a315b0065bfb5155cb5187)

So glad u find it insightful [Sadra Yahyapour](https://hashnode.com/@lnxpy) 🙏

[Sadra Yahyapour](https://hashnode.com/@lnxpy)

[Jul 26, 2024](https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39/comment/66a2afc5262db86af1aa88ae#reply-66a35c43cfc5604dc206332b)

You're welcome. btw, I see you're building Python pipelines. I created [this](https://github.com/lnxpy/pyaction) open-source tool that helps you with creating GitHub Actions in Python. Your feedback would be a blessing as I haven't tried it with ML-related runtimes yet. ♥️

[Majd Hemud](https://hashnode.com/@M3CV1NO)

[Jul 24, 2024](https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39/comment/66a10c52be65c544655b3293)

Thank you so much Victoria for creating this series, it’s very helpful 🙏

[Victoria Lo](https://hashnode.com/@victoria)

[Jul 24, 2024](https://hashnode.com/posts/advanced-mlops-techniques-with-github-actions/66a0f00426fae9328df11f39/comment/66a10c52be65c544655b3293#reply-66a111ae13bcad455c046ba6)

Thank you [Majd Sami Hemud](https://hashnode.com/@M3CV1NO)! Super glad it's helpful for you :)