Github user jkbradley commented on a diff in the pull request:

    https://github.com/apache/spark/pull/8752#discussion_r39555824
  
    --- Diff: docs/ml-guide.md ---
    @@ -32,7 +32,18 @@ See the [algorithm guides](#algorithm-guides) section 
below for guides on sub-pa
     * This will become a table of contents (this text will be scraped).
     {:toc}
     
    -# Main concepts
    +# Algorithm guides
    +
    +We provide several algorithm guides specific to the Pipelines API.
    +Several of these algorithms, such as certain feature transformers, are not 
in the `spark.mllib` API.
    +
    +* [Feature extraction, transformation, and selection](ml-features.html)
    +* [Decision Trees for classification and regression](ml-decision-tree.html)
    +* [Ensembles](ml-ensembles.html)
    +* [Linear methods with elastic net regularization](ml-linear-methods.html)
    --- End diff --
    
    Yeah, there's not a great place.  I'll try sticking a note here.


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