GitHub user mengxr opened a pull request:

    https://github.com/apache/spark/pull/8517

    [SPARK-10348] [MLLIB] updates ml-guide

    * replace `ML Dataset` by `DataFrame` to unify the abstraction
    * ML algorithms -> pipeline components to describe the main concept
    * remove Scala API doc links from the main guide
    * `Section Title` -> `Section tile` to be consistent with other section 
titles in MLlib guide
    * modified lines break at 100 chars or periods
    
    @jkbradley @feynmanliang 

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/mengxr/spark SPARK-10348

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/8517.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #8517
    
----
commit 7dd3552746733ceaf2869da0092d4d8020d66b42
Author: Xiangrui Meng <[email protected]>
Date:   2015-08-29T04:55:27Z

    update mllib-guide

commit 18d41229ade0952bc7b7c7eb230327febfb1b2b0
Author: Xiangrui Meng <[email protected]>
Date:   2015-08-29T06:48:12Z

    replace `ML Dataset` by `DataFrame` to simplify the abstraction
    remove links to Scala API doc in the main guide
    change ML algorithms to pipeline components

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