ML Without the Ops: Running Experiments at Scale with Ploomber on AWS

MLOps in action

From Jupyter to the cloud instantly with Ploomber

For the past couple of months, we’ve chatted with many Data Science and Machine Learning teams to understand their pain points. Of course, there are many of these. Still, the one that surprised me the most is how hard it is to get some simple end-to-end workflow working, partially because vendors often lock teams into complicated solutions that require a lot of setup and maintenance.

This blog post …

aws data science jupyter-notebook machine learning ml open source scale software development