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Resolved typos (#665)

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rlenferink authored and k8s-ci-robot committed Apr 28, 2019
1 parent 3409d72 commit 44f20b50d311332374e7525924362157b5a866d4
@@ -7,7 +7,7 @@ We use [Hugo](https://gohugo.io/) to format and generate our website, the
[Docsy](https://github.com/google/docsy) theme for styling and site structure,
and [Netlify](https://www.netlify.com/) to manage the deployment of the site.
Hugo is an open-source static site generator that provides us with templates,
content organisation in a standard directory structure, and a website generation
content organization in a standard directory structure, and a website generation
engine. You write the pages in Markdown, and Hugo wraps them up into a website.

## Quickstart
@@ -72,7 +72,7 @@ <h4>Pipelines</h4>

<div class="lead">
<div class="image left">
<object type="image/svg+xml" data="multi-framework.svg" alt="Multi Framerwork">
<object type="image/svg+xml" data="multi-framework.svg" alt="Multi-framework">
</object>
</div>
<div class="text">
@@ -67,7 +67,7 @@ When you are ready to join
### Companies/organizations

If you would like your company or organization to be acknowledged for contributing to
Kubeflow or participatng in the community (being a user counts) please send a PR
Kubeflow or participating in the community (being a user counts) please send a PR
adding the relevant info to
[member_organizations.yaml](https://github.com/kubeflow/community/blob/master/member_organizations.yaml).

@@ -57,7 +57,7 @@ To use S3, generate a different prototype
ks generate tf-serving-deployment-aws ${MODEL_COMPONENT} --name=${MODEL_NAME}
```

First you need to create secret that will contain access credentials. Use base64 to encode your credentials and check deails in the Kubernetes guide to [creating a secret manually](https://kubernetes.io/docs/concepts/configuration/secret/#creating-a-secret-manually)
First you need to create secret that will contain access credentials. Use base64 to encode your credentials and check details in the Kubernetes guide to [creating a secret manually](https://kubernetes.io/docs/concepts/configuration/secret/#creating-a-secret-manually)
```
apiVersion: v1
metadata:
@@ -509,7 +509,7 @@ A TFJob has a TFJobStatus, which has an array of TFJobConditions through which t
* The **lastUpdateTime** field provides the last time this condition was updated.
* The **lastTransitionTime** field provides the last time the condition transitioned from one status to another.
* The **message** field is a human readable message indicating details about the transition.
* The **reason** field is a unique, one-word, CamelCase reson for the condition's
* The **reason** field is a unique, one-word, CamelCase reason for the condition's
last transition.
* The **status** field is a string with possible values "True", "False", and "Unknown".
* The **type** field is a string with the following possible values:
@@ -39,7 +39,7 @@ model using TensorFlow.

{{% blocks/content-item title="Object detection - cats and dogs"
url="https://github.com/kubeflow/examples/tree/master/object_detection" %}}
Train a distribued model for recognizing breeds of cats and
Train a distributed model for recognizing breeds of cats and
dogs with the TensorFlow Object Detection API. Serve the model using TensorFlow.
{{% /blocks/content-item %}}

@@ -185,7 +185,7 @@ privilege. The three service accounts are:

* Run a full ML workflow on Kubeflow, using the
[end-to-end MNIST tutorial](/docs/gke/gcp-e2e/) or the
[GitHub issue sumarization
[GitHub issue summarization
example](https://github.com/kubeflow/examples/tree/master/github_issue_summarization).
* See how to [delete](/docs/gke/deploy/delete-cli) your Kubeflow deployment
using the CLI.
@@ -40,7 +40,7 @@ takes longer than expected, try accessing the above URI anyway.

* Run a full ML workflow on Kubeflow, using the
[end-to-end MNIST tutorial](/docs/gke/gcp-e2e/) or the
[GitHub issue sumarization
[GitHub issue summarization
example](https://github.com/kubeflow/examples/tree/master/github_issue_summarization).
* See how to delete your Kubeflow deployment using the
[CLI](/docs/gke/deploy/delete-cli)
@@ -188,9 +188,9 @@ While it requires some effort, the end result is well worth it
https://${FQDN}
```

* If you get SSL errors this typically means your SSL certificate is still propogating wait a bit and try again
* If you get SSL errors this typically means your SSL certificate is still propagating wait a bit and try again

* SSL propogation could take up to 10 minutes
* SSL propagation could take up to 10 minutes

* If you are not asked to login and you get a 404 error that means IAP is still being configured

@@ -6,7 +6,7 @@ weight = 7

* Run a full ML workflow on Kubeflow, using the
[end-to-end MNIST tutorial](/docs/gke/gcp-e2e/) or the
[GitHub issue sumarization
[GitHub issue summarization
example](https://github.com/kubeflow/examples/tree/master/github_issue_summarization).
* See how to [customize](/docs/gke/customizing-gke) your Kubeflow
deployment on GKE.
@@ -343,7 +343,7 @@ for available zones and cpu platforms.

## Changing the OAuth client used by IAP

If you need to change the OAuth client used by IAP you can runn the following commands
If you need to change the OAuth client used by IAP you can run the following commands
to replace the K8s secret containing the id and secret.

```
@@ -25,10 +25,10 @@ Deploy the environment
ks apply cloud
```

Start Juptyer
Start Jupyter
You should see your NFS volumes mounted as `/mnt/${DISK_NAME}`

In a Juptyer cell you can run
In a Jupyter cell you can run

```
!df
@@ -31,7 +31,7 @@ The MySQL database and the Minio server are both backed by the Kubernetes
creates a Compute Engine
[Persistent Disk](https://cloud.google.com/persistent-disk/) (PD)
and mounts it as a PV.
* If you are not deploying to GCP, you can specify your own prefered PV.
* If you are not deploying to GCP, you can specify your own preferred PV.

## Deploying Kubeflow

@@ -9,7 +9,7 @@ cluster.

If you are using a Kubernetes distribution or Cloud Provider which has specific
instructions for installing Kubeflow we recommend following those instructions.
Those instuctions do additional Cloud specific setup to create a really great
Those instructions do additional Cloud specific setup to create a really great
Kubeflow experience.

Before installing Kubeflow on the command line:

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