Pt1 - Zenml for beautiful beautiful orchestration

Let’s build this!

To follow, please you must have at least built a Jupyter notebook or familiar with basic machine learning workflows - from data ingesting/wrangling to model deployment.

ZenML

Now - ZenML is a beautiful tool I just discovered, …

Pt2 - Zenml for beautiful beautiful orchestration

Here’s where we take the next step of organizing our single script by transforming it into specific scripts per step - this makes things tidier. More importantly, we’d get to learn more about decorators and Model objects, for example we …

Deploying a Local MLOps Solution: The Final Chapter

Part 3 of our MLOps Series ![Orchestration Lineage] (https://dev-to-uploads.s3.amazonaws.com/uploads/articles/gfnjb3ylhxfc3c91e0pl.png)

In the previous parts of this series, we explored the fundamentals of MLOps and set up our local environment. …