MLOps and ML tools landscape (v.1 January 2021)

Executive Summary

The term MLOps is — for anyone in the Artificial Intelligence field — the one magic word to solve them all. It combines all Machine Learning relevant tasks, from managing, processing, and visualizing data, running and tracking experiments to putting the creating models into production, ideally at scale, compliantly and…

The field of data science has acquired an enormous attention in the past few years. Many new tools and services are appearing that offer data scientists and ML practitioners new ways of transforming their way of work.

As part of our own product development effort, we wanted to know understand…

Camillo Pachmann

Democratizing AI via open source / open science. Founder @MLReef (

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