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MLOps Landscape in 2023: Top Tools and Platforms

The MLOps Blog

Databricks Databricks is a cloud-native platform for big data processing, machine learning, and analytics built using the Data Lakehouse architecture. Delta Lake Delta Lake is an open-source storage layer that provides reliability, ACID transactions, and data versioning for big data processing frameworks such as Apache Spark.

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Machine Learning Operations (MLOPs) with Azure Machine Learning

ODSC - Open Data Science

Responsible AI: Though these form part of the regular Azure ML workspace, we now include these components as a step that can be reviewed by a human. This manual step can ensure that the developed model adheres to the responsible AI principles. is modified to push the data into ADX. These include: 1.