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Clustering from the Commandline</a></li>
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href="/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html">Clustering
 of Synthetic Control Data</a></li>
-                <li> <a 
href="/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.html">Clustering
 of Seinfeld Episodes</a></li>
-                <li> <a 
href="/tutorials/map-reduce/clustering/clusteringyourdata.html">Clustering Your 
Data</a></li>
-                <li> <a 
href="/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.html">Fuzzy 
K-Means from the Commandline</a></li>
-                <li> <a 
href="/tutorials/map-reduce/clustering/k-means-commandline.html">K-Means from 
the Commandline</a></li>
-                <li> <a 
href="/tutorials/map-reduce/clustering/lda-commandline.html">LDA from the 
Commandline</a></li>
-                <li> <a 
href="/tutorials/map-reduce/clustering/viewing-results.html">Viewing 
Results</a></li>
-                <li> <a 
href="/tutorials/map-reduce/clustering/visualizing-sample-clusters.html">Visualizing
 Sample Clusters</a></li>
-            </ul>
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href="/tutorials/map-reduce/misc/mr---map-reduce.html">MR Map-Reduce</a></li>
-                <li> <a 
href="/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.html">Parallel
 Frequent Pattern Mining</a></li>
-                <li> <a 
href="/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.html">Using 
Mahout (Map Reduce) with Python via Jpype</a></li>
-            </ul>
-        </div>
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+
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+  <div class="container mt-5 pb-4">
 
-    <div class="col-xs-8">
-        <div class="page-header">
-            <h1>(Deprecated)  Viewing Results </h1>
-        </div>
-        <p><a name="ViewingResults-Intro"></a></p>
+  <div class="row">
+
+    <div class="col-lg-8">
+      <p><a name="ViewingResults-Intro"></a></p>
 <h1 id="intro">Intro</h1>
 
 <p>Many of the Mahout libraries run as batch jobs, dumping results into Hadoop
@@ -299,16 +185,18 @@ demonstrate the various ways one might inspect the 
outcome of various jobs.
 
 <p>Run the following to print out all options:</p>
 
-<pre><code>java  -cp "*" org.apache.mahout.utils.clustering.ClusterDumper 
--help
+<div class="highlighter-rouge"><pre class="highlight"><code>java  -cp "*" 
org.apache.mahout.utils.clustering.ClusterDumper --help
 </code></pre>
+</div>
 
 <p><a name="ViewingResults-Example"></a></p>
 <h3 id="example">Example</h3>
 
-<pre><code>java  -cp "*" org.apache.mahout.utils.clustering.ClusterDumper 
--seqFileDir ./solr-clust-n2/out/clusters-2
+<div class="highlighter-rouge"><pre class="highlight"><code>java  -cp "*" 
org.apache.mahout.utils.clustering.ClusterDumper --seqFileDir 
./solr-clust-n2/out/clusters-2
       --dictionary ./solr-clust-n2/dictionary.txt
       --substring 100 --pointsDir ./solr-clust-n2/out/points/
 </code></pre>
+</div>
 
 <p><a name="ViewingResults-ClusterLabels(MAHOUT-163)"></a></p>
 <h2 id="cluster-labels-mahout-163">Cluster Labels (MAHOUT-163)</h2>
@@ -317,32 +205,25 @@ demonstrate the various ways one might inspect the 
outcome of various jobs.
 <h1 id="classification">Classification</h1>
 
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http://git-wip-us.apache.org/repos/asf/mahout/blob/5112e9ec/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.html
----------------------------------------------------------------------
diff --git 
a/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.html 
b/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.html
index 8977dbf..3e9ed33 100644
--- 
a/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.html
+++ 
b/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.html
@@ -1,283 +1,169 @@
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href="/tutorials/map-reduce/clustering/canopy-commandline.html">Canopy 
Clustering from the Commandline</a></li>
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href="/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html">Clustering
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href="/tutorials/map-reduce/clustering/clusteringyourdata.html">Clustering Your 
Data</a></li>
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href="/tutorials/map-reduce/clustering/visualizing-sample-clusters.html">Visualizing
 Sample Clusters</a></li>
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href="/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.html">Using 
Mahout (Map Reduce) with Python via Jpype</a></li>
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+</nav>
 
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-        <div class="page-header">
-            <h1>(Deprecated)  Visualizing Sample Clusters </h1>
-        </div>
-        <p><a name="VisualizingSampleClusters-Introduction"></a></p>
+  <div class="container mt-5 pb-4">
+
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+
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+      <p><a name="VisualizingSampleClusters-Introduction"></a></p>
 <h1 id="introduction">Introduction</h1>
 
 <p>Mahout provides examples to visualize sample clusters that gets created by
@@ -311,9 +197,10 @@ programs.</li>
 
 <p>If you are using Eclipse, just right-click on each of the classes mentioned 
above and choose “Run As -Java Application”. To run these directly from the 
command line:</p>
 
-<pre><code>cd $MAHOUT_HOME/examples
+<div class="highlighter-rouge"><pre class="highlight"><code>cd 
$MAHOUT_HOME/examples
 mvn -q exec:java 
-Dexec.mainClass=org.apache.mahout.clustering.display.DisplayClustering
 </code></pre>
+</div>
 
 <p>You can substitute other names above for <em>DisplayClustering</em>.</p>
 
@@ -324,32 +211,25 @@ helps to visualize how the clusters converge upon a 
solution over multiple
 iterations.</p>
 
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http://git-wip-us.apache.org/repos/asf/mahout/blob/5112e9ec/docs/latest/tutorials/map-reduce/index.html
----------------------------------------------------------------------
diff --git a/docs/latest/tutorials/map-reduce/index.html 
b/docs/latest/tutorials/map-reduce/index.html
index 07b43be..7c116bd 100644
--- a/docs/latest/tutorials/map-reduce/index.html
+++ b/docs/latest/tutorials/map-reduce/index.html
@@ -1,283 +1,169 @@
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-        <p>A note about the sunsetting of our support for Map Reduce.</p>
+    <div class="col-lg-8">
+      <p>A note about the sunsetting of our support for Map Reduce.</p>
 
 <h3 id="classification">Classification</h3>
 
@@ -290,32 +176,25 @@
 <p><a href="classification/wikipedia-classifier-example.html">Wikipedia 
Classifier Example</a></p>
 
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