🤖@MLflow = one of the most popular platforms for end-to-end ML lifecycle management
It is integrated with every major framework and platform on the market
Thread🧵👇
It is integrated with every major framework and platform on the market
Thread🧵👇
❓MLflow = open-source framework that implements many of the principles of architectures like:
+FBLearner Flow by @FacebookAI
+TFX by @GoogleAI
+Michelangelo by @UberEng
2/⬇️
+FBLearner Flow by @FacebookAI
+TFX by @GoogleAI
+Michelangelo by @UberEng
2/⬇️
MLflow main components:
+MLflow Tracking
+MLflow Projects
+MLflow Models
+MLflow Model Registry
3/⬇️
thesequence.substack.com/p/edge12-the-c…
+MLflow Tracking
+MLflow Projects
+MLflow Models
+MLflow Model Registry
3/⬇️
thesequence.substack.com/p/edge12-the-c…
It bridges the gap between
+data science research teams focused on experimentation
AND
+ML engineers tasked with deploying and scaling models in production
4/⬇️
+data science research teams focused on experimentation
AND
+ML engineers tasked with deploying and scaling models in production
4/⬇️
MLflow is open source at github.com/mlflow/mlflow
5/⬇️
5/⬇️
TheSequence Edge covers:
+ML concept you should learn
+Review of an impactful research paper
+New ML framework or platform and how you can use it
thesequence.substack.com/subscribe
6/6
+ML concept you should learn
+Review of an impactful research paper
+New ML framework or platform and how you can use it
thesequence.substack.com/subscribe
6/6
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