* Adds Fairing guides to install and configure

* Updates for PR 718 feedback

* Apply suggestions from code review
Co-Authored-By: NDwight J Lyle <dwightjl@users.noreply.github.com>

* Updating with suggestions from code review

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* Update deploy-pipelines-service.md

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* comment

* format

* update kf version

* update deployment wording

* update deployment wording

* update deployment wording

* add pipeline api doc

* update doc

* update doc

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* Update deploy-pipelines-service.md

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* update pipeline deployment doc

* comment

* format

* update kf version

* update deployment wording

* update deployment wording

* update deployment wording

* add pipeline api doc

* add doc

* add doc

* Update api.md

* Update api.md

* Added the link to the SDK reference docs

* Added link to SDK docs to  theReferences section

Update the MiniKF guide to be consistent with the latest MiniKF version.

- Add an "Upgrade notes" section
- Slightly change the "MiniKF installation" section
- Replace the MiniKF installation video with the latest version
Signed-off-by: NChristos S. Pavlou <cspavlou@arrikto.com>

Fix issue for GOOGLE_APPLICATION_CREDENTIALS cannot be found on kubeflow.
Here is the [issue](https://stackoverflow.com/questions/56287936/google-application-credentials-cannot-be-found-on-kubeflow).

* Expanded and clarified pipeline metrics.

* Started on the output viewers.

* Added code, screenshots, and explanations to the output viewers guide.

* Responded to review comments.

* Updated for review comments; reordered metadata fields in lists.

* Removed local filesystem as a source option.

* Update website for TFjob v1 docs

* Pytorch docs v1

* Added instructions to start port forwarding before trying to access Web UIs after installation via Minikube

Addresses issue #656

* To avoid formatting issues for short-code, using HTML formatting rather than Markdown for port forward snippet

* Added auth and other details to the UI deployment guide.

* Responded to review comments

* add pipeline example

* add nuclio to framework list

Fixes the issue that imply Pipelines is available only on GCP

Signed-off-by: NChris Hupman <chupman@us.ibm.com>

Signed-off-by: NChris Hupman <chupman@us.ibm.com>

* Update to how to create users

* Address proposed changes

* Harmonize and simplify heading

* Adds a style guide for the Kubeflow docs.

* Addressed review comments.

* Fixed a typo.

* Update cloud filestore instructions for 0.5

Related to #650

* Fix.

* Fix.

* Added Pipelines preemptible VMs and GPUs.

* Updated for review comments.

* Clarified IAP monitoring and auth services.

* Updated in response to review comments.

* Update kubeflow sdk version

* update the version

* Update version of ml-pipeline pip

* reformat code

* pr comments

* Adding nuclio component doc

* fix bullets

* fix bullets

* minor edits

The guide does not refer to ks but it is needed. 
The error can be found here: https://github.com/kubeflow/kubeflow/issues/3132

* Update modeldb.md to fix samples formatting issue

Added carriage return to fix bullet list rendering.

* Fix typo in Getting Started for IBM Cloud Private

* Update hyperparameter.md

Fixed broken link in docs

* Update hyperparameter.md

Updated second link

* Update the private cluster instructions

* The cloud endpoints issue has been fixed so we can remove that bug.

Fix: #2086  Deploy Kubeflow in private GKE
Fix: #3081  Document how to deploy kubeflow with VPC service controls.

* Address comments.

* Fix indent.

* Fix indent.

* latest.

* Fix indent.

* Try to fix indent.

* try to fix indent.

* Align with r

* Try Sarah's suggested indent.

* Remove trailing whitespace.

* Fix indent.

* Getting-started guide: Linked to AWS docs and did a tech writer review.

* Accepting review suggestion
Co-Authored-By: Nsarahmaddox <sarahmaddox@users.noreply.github.com>

* Accepting review suggestion
Co-Authored-By: Nsarahmaddox <sarahmaddox@users.noreply.github.com>

* Accepting review suggestion
Co-Authored-By: Nsarahmaddox <sarahmaddox@users.noreply.github.com>

* Accepting review suggestion
Co-Authored-By: Nsarahmaddox <sarahmaddox@users.noreply.github.com>

* Accepting review suggestion
Co-Authored-By: Nsarahmaddox <sarahmaddox@users.noreply.github.com>

* Accepting review changes

* AI Platform notebooks instructions,  XGBoost nb

* Updates fairing docs with reviewer suggestions.