---
title: "Discussion on \"A Complete Guide to Canonical's Data Science Stack: JupyterHub, MicroK8s, MLflow, and Kubeflow\" | Hashnode"
description: "Discussion on \"A Complete Guide to Canonical's Data Science Stack: JupyterHub, MicroK8s, MLflow, and Kubeflow\". Find out how Canonical's Data Science Stack boosts machine learning efficiency with open-source technology"
url: "https://hashnode.com/posts/introduction-to-canonicals-data-science-stack-dss-guide/66ea2dab457e9804191957e2"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [A Complete Guide to Canonical's Data Science Stack: JupyterHub, MicroK8s, MLflow, and Kubeflow](https://data-intelligence.hashnode.dev/introduction-to-canonicals-data-science-stack-dss-guide?utm_source=hashnode&utm_medium=feed)

Find out how Canonical's Data Science Stack boosts machine learning efficiency with open-source technology

Sep 18, 2024 · 10 min read · data-intelligence.hashnode.dev  
Read the article

-   [#data-science](https://hashnode.com/tag/data-science)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#canonical](https://hashnode.com/tag/canonical)
-   [#dss](https://hashnode.com/tag/dss)
-   [#data-science-stack](https://hashnode.com/tag/data-science-stack)
-   [#jupyter-notebook](https://hashnode.com/tag/jupyter-notebook)
-   [#mlflow](https://hashnode.com/tag/mlflow)
-   [#microk8s](https://hashnode.com/tag/microk8s)
-   [#kubeflow](https://hashnode.com/tag/kubeflow)
-   [#opensource](https://hashnode.com/tag/opensource)
-   [#ai](https://hashnode.com/tag/ai)
-   [#ml](https://hashnode.com/tag/ml)

## Written by

[Pronod Bharatiya](https://hashnode.com/@pronod)

@pronod · Ghaziabad, Uttar Pradesh, India

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

learning

As a passionate Machine Learning and Deep Learning enthusiast, I document my learning journey on Hashnode. My experience encompasses various projects, from exploring foundational algorithms to implementing advanced neural networks. I enjoy breaking down complex concepts into digestible insights, making them accessible for all. Join me as I share my thoughts, tutorials, and tips to navigate the exciting world of ML and DL. Connect with me on LinkedIn to explore collaboration opportunities!

## Responses

Markdown supported · ⌘↵ to post

No responses yet.