Production Machine Learning Pipelines

Author:

Xin Doris1,Miao Hui2,Parameswaran Aditya1,Polyzotis Neoklis2

Affiliation:

1. University of California, Berkeley, Berkeley, CA, USA

2. Google, Mountain View, CA, USA

Publisher

ACM

Reference53 articles.

1. accessed 2020-09. Kubeflow. https://www.kubeflow.org. accessed 2020-09. Kubeflow. https://www.kubeflow.org.

2. accessed 2020-09. Metaflow. http://metaflow.org. accessed 2020-09. Metaflow. http://metaflow.org.

3. accessed 2020-09. ML Metadata. https://www.tensorflow.org/tfx/guide/mlmd. accessed 2020-09. ML Metadata. https://www.tensorflow.org/tfx/guide/mlmd.

4. accessed 2020-09. Pachyderm. https://www.pachyderm.io. accessed 2020-09. Pachyderm. https://www.pachyderm.io.

5. accessed 2020-09. Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX). https://blog.tensorflow.org/2020/09/brief-history-of-tensorflow-extendedtfx. html. accessed 2020-09. Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX). https://blog.tensorflow.org/2020/09/brief-history-of-tensorflow-extendedtfx. html.

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