Netflix is confronted on a day-to-day basis with datascience project management issues and the production of updates. The company has been using an internally developed python library “Metaflow” for two years.
The tool is intended to simplify the lives of datascientists and increase their productivity by allowing them to focus on high value-added tasks. In particular, he manages the traceability of the various experiments carried out, like MLFlow and Guild.ai.
As a result of the partnership between AWS and Netflix, Metaflow offers tight integration with Amazon’s various cloud services to simply address data access, scalability and storage issues and enable users to focus on the tasks at hand. high added value.
Netflix and AWS have released the tool in open source. You can access the Metaflow presentation site, containing tutorials and documentation: https://metaflow.org/
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