Mingjie Tang beb7b295a8 Add tutorial for distributed training and batch prediction with Kubernetes (#4621)
* provide the readme

* update for format

* reformat

* reformat -2

* update again

* update format

* update w.r.t yinlou's comments

* Add kubernetes tutorial to Table of Contents

* Style edit
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The documentation of xgboost is generated with recommonmark and sphinx.

You can build it locally by typing "make html" in this folder.

Checkout https://recommonmark.readthedocs.org for guide on how to write markdown with extensions used in this doc, such as math formulas and table of content.