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The Three Virtues of MLOps: Velocity, Validation and Versioning

Sandra YoussefSandra Youssef
Jan 9, 202314 min read

UC Berkeley Ph.D. candidate Rolando Garcia recently presented the findings of his team’s “Operationalizing Machine Learning: An Interview Study”...

The Three Virtues of MLOps: Velocity, Validation and Versioning

How Alectio Migrated from Airflow to Flyte to Build the First MLOps Pipeline for Data-Centric AI

Deactivated UserDeactivated User
Dec 19, 20226 min read

By Jennifer Prendki — founder and CEO of Alectio, a company created to automate the cleaning and optimization of trained datasets. In 2019, the...

How Alectio Migrated from Airflow to Flyte to Build the First MLOps Pipeline for Data-Centric AI

Scale Airflow for Machine Learning Tasks with the Flyte Airflow Provider

Deactivated UserDeactivated User
Jul 7, 20225 min read

Apache Airflow is an open-source platform that can be used to author, monitor, and schedule data pipelines. It is used by companies like Airbnb, Lyft,...

Scale Airflow for Machine Learning Tasks with the Flyte Airflow Provider