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WtD fixit: Readability improvements for Overview of Kubeflow Fairing (#…
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nkrish1983 authored and k8s-ci-robot committed Nov 14, 2019
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13 changes: 4 additions & 9 deletions content/docs/fairing/fairing-overview.md
Expand Up @@ -37,14 +37,9 @@ Fairing to deploy your trained model as a prediction endpoint on Kubeflow.

The following are the goals of the [Kubeflow Fairing project][fairing-repo]:

* Easily package ML training jobs: Enable ML practitioners to easily package
their ML model training code, and their code's dependencies, as a Docker
image.
* Easily train ML models in a hybrid cloud environment: Provide a high-level
API for training ML models to make it easy to run training jobs in the
cloud, without needing to understand the underlying infrastructure.
* Streamline the process of deploying a trained model: Make it easy for ML
practitioners to deploy trained ML models to a hybrid cloud environment.
* **Easily package ML training jobs:** Enable ML practitioners to easily package their ML model training code, and their code's dependencies, as a Docker image.
* **Easily train ML models in a hybrid cloud environment:** Provide a high-level API for training ML models to make it easy to run training jobs in the cloud, without needing to understand the underlying infrastructure.
* **Streamline the process of deploying a trained model:** Make it easy for ML practitioners to deploy trained ML models to a hybrid cloud environment.

## Next steps

Expand All @@ -58,4 +53,4 @@ The following are the goals of the [Kubeflow Fairing project][fairing-repo]:

[conf]: /docs/fairing/configure-fairing/
[install]: /docs/fairing/install-fairing/
[tutorials]: /docs/fairing/tutorials/other-tutorials/
[tutorials]: /docs/fairing/tutorials/other-tutorials/

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