Machine Learning Lifecycle 2021 Conference
Cognilytica’s Machine Learning Lifecycle Virtual Conference is a three day online experience January 26-28, 2021 focused on the machine learning lifecycle including ML Operations, building models, and model management!
Machine Learning Lifecycle 2021 Conference
Are you using Airflow or similar SW for ML pipelining? You’re doing it all wrong.
On Demand
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About this Session

There are many that try to bridge the gap between the iterative, incremental work done in Research and the integrated, routinely automated workflows of modern software development. This manifests itself in the DevOps pipelining tools that ML practitioners try to “jam” for their research needs.

From our experience working with groundbreaking companies, we can surmise that a bottom-up approach is far superior to a top-down one - for building pipelines and other automation. We propose a structured process for such design within an experiment-tracking platform with an orchestration component.

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