ML News: Trending tools to enhance your MLOps stack | #01
In this article, you will learn about trending ML tools you can use to build, improve and secure your MLOps Pipelines.
The MLOps tools landscape is snowballing. It reminds me a lot of common sentiment about JavaScript frameworks, “every day, there is a new one.” Unfortunately, this makes it hard to see through the noise, and you probably don’t have enough time to test all tools to find the best one for your particular use case. I know it’s frustrating, but don’t worry. I already did the job for you of finding the best and community-validated tools that you can add to your MLOps stack from both open-source and vendors.
This week we will talk about:
- Metaflow by Netflix
- KnockKnock by Huggingface 🤗
- PySyft by OpenMined
Metaflow
Metaflow is a framework that makes it easy to build and manage real-life data science projects from prototyping to production. You can create simple and complex pipelines end-to-end for a wide variety of projects, from classical ML to modern Deep Learning. You can also use Metaflow with your favorite ML…
