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Exploring and Understanding Feature Stores

vladsiv · published 14 February 2025

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https://docs.databricks.com/en/machine-learning/feature-store/time-series.html
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https://en.wikipedia.org/wiki/Kolmogorov%E2%80%93Smirnov_test
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https://en.wikipedia.org/wiki/Chi-squared_test
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https://en.wikipedia.org/wiki/Jensen%E2%80%93Shannon_divergence
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https://docs.databricks.com/en/jobs/index.html
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https://aws.amazon.com/glue/
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https://aws.amazon.com/emr/
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https://medium.com/data-for-ai/feature-store-milestones-cca2bafe6e9c
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https://www.uber.com/en-RS/blog/michelangelo-machine-learning-platform/
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https://cloud.google.com/blog/products/ai-machine-learning/introducing-feast-an-open-source-feature-store-for-machine-learning
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https://www.go-jek.com/
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https://feast.dev/
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https://github.com/feast-dev/feast
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https://aws.amazon.com/blogs/aws/new-store-discover-and-share-machine-learning-features-with-amazon-sagemaker-feature-store/
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https://docs.aws.amazon.com/sagemaker/latest/dg/feature-store-storage-configurations.html
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https://www.databricks.com/blog/2021/05/27/databricks-announces-the-first-feature-store-integrated-with-delta-lake-and-mlflow.html
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https://www.databricks.com/product/feature-store
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https://delta.io/
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https://mlflow.org/
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https://www.linkedin.com/blog/engineering/open-source/open-sourcing-feathr--linkedin-s-feature-store-for-productive-m
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https://github.com/feathr-ai/feathr
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https://www.youtube.com/watch?v=gZg01UKQMTY
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https://www.qwak.com/post/what-is-a-feature-store-in-ml
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https://www.qwak.com/post/feature-store-architecture
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https://www.hopsworks.ai/dictionary/feature-store
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