Add machine learning serving example using python

[yubozhao]

Add the code sample of deploying ML model server built with BentoML to Knative.

This example walks through building a classifier model using the iris dataset, saving the model with BentoML and then deploy the model as API server to Knative.

Proposed Changes

• Add tutorial on how to deploy a machine learning model to Knative Serving with BentoML

[knative-prow-robot]

Welcome @yubozhao! It looks like this is your first PR to knative/docs 🎉

[googlebot]

Thanks for your pull request. It looks like this may be your first contribution to a Google open source project (if not, look below for help). Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).

📝 Please visit https://cla.developers.google.com/ to sign.

Once you've signed (or fixed any issues), please reply here with @googlebot I signed it! and we'll verify it.

---

What to do if you already signed the CLA

Individual signers

• It's possible we don't have your GitHub username or you're using a different email address on your commit. Check your existing CLA data and verify that your email is set on your git commits.

Corporate signers

• Your company has a Point of Contact who decides which employees are authorized to participate. Ask your POC to be added to the group of authorized contributors. If you don't know who your Point of Contact is, direct the Google project maintainer to go/cla#troubleshoot (Public version).
• The email used to register you as an authorized contributor must be the email used for the Git commit. Check your existing CLA data and verify that your email is set on your git commits.
• The email used to register you as an authorized contributor must also be attached to your GitHub account.

ℹ️ Googlers: Go here for more info.

[knative-prow-robot]

Hi @yubozhao. Thanks for your PR.

I'm waiting for a knative member to verify that this patch is reasonable to test. If it is, they should reply with /ok-to-test on its own line. Until that is done, I will not automatically test new commits in this PR, but the usual testing commands by org members will still work. Regular contributors should join the org to skip this step.

Once the patch is verified, the new status will be reflected by the ok-to-test label.

I understand the commands that are listed here.

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes/test-infra repository.

[yubozhao]

@googlebot I signed it!

[googlebot]

CLAs look good, thanks!

ℹ️ Googlers: Go here for more info.

[evankanderson]

Thanks for writing this up!

A few small suggestions, but this looks pretty comprehensible.

[evankanderson]

One other note (also left on slack):

I don’t know what the “iris” dataset is, and the scikit website isn’t clear, either. It might be worth spelling out a bit about the data set and how the predictions work.

[evankanderson]

/ok-to-test

[evankanderson]

/lgtm
/approve

[knative-prow-robot]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: evankanderson, yubozhao

The full list of commands accepted by this bot can be found here.

The pull request process is described here

Needs approval from an approver in each of these files:

• OWNERS [evankanderson]

Approvers can indicate their approval by writing /approve in a comment
Approvers can cancel approval by writing /approve cancel in a comment

[knative-prow-robot]

@yubozhao: The following test failed, say /retest to rerun all failed tests:

Test name	Commit	Details	Rerun command
pull-knative-docs-markdown-link-check	913ecbd	link	/test pull-knative-docs-markdown-link-check

Full PR test history. Your PR dashboard.

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes/test-infra repository. I understand the commands that are listed here.

[evankanderson]

 community/samples/README.md
  ERROR	https://github.com/knative/community/tree/master/DOCS-CONTRIBUTING.md
		Not Found (HTTP error 404)

I'll send a PR to clean up that link.