Modern machine learning pipelines involve a mix of tools for experiment tracking, data preparation, model registry, and more. MLflow, DataChain, Neptune, and Quilt are some MLOps tools serving these needs. However, one critical piece underpins them all: data version control. This is where lakeFS comes in. lakeFS is not an experiment tracker or ML platform; […] The post Git-Like Data Versioning Meets MLOps: lakeFS with MLflow, DataChain, Neptune & Quilt appeared first on Git for Data - lak...
