From Dev to Prod: a ML Pipeline Reference Post

Linking pages

Linked pages

OpenTelemetry https://opentelemetry.io/ 75 comments
Don't repeat yourself - Wikipedia https://en.wikipedia.org/wiki/Don%27t_repeat_yourself#DRY_vs_WET_solutions 39 comments
Winning over hearts and minds at work: ADKAR my favorite change management approach https://blog.dagworks.io/p/winning-hearts-and-minds-at-work 26 comments
MLflow - A platform for the machine learning lifecycle | MLflow https://mlflow.org/ 14 comments
Matryoshka doll - Wikipedia https://en.wikipedia.org/wiki/Matryoshka_doll 10 comments
unittest.mock â mock object library — Python 3.11.1 documentation https://docs.python.org/3/library/unittest.mock.html 8 comments
dbt - Transform data in your warehouse https://www.getdbt.com/ 6 comments
Counting Stars with Hamilton https://blog.dagworks.io/p/counting-stars-with-hamilton 1 comment
Application checkpointing - Wikipedia https://en.wikipedia.org/wiki/Application_checkpointing 0 comments
JDBC driver - Wikipedia https://en.wikipedia.org/wiki/JDBC_driver 0 comments
Home | OpenLineage Docs https://openlineage.io/ 0 comments
neptune.ai | The MLOps stack component for experiment tracking https://neptune.ai 0 comments
Feature Engineering with Hamilton https://blog.dagworks.io/p/feature-engineering-with-hamilton 0 comments
Separate data I/O from transformation -- your future self will thank you. https://blog.dagworks.io/p/separate-data-io-from-transformation 0 comments
Hamilton Dataflow Hub | Hamilton Dataflow Hub https://hub.dagworks.io/ 0 comments