diff --git a/_pkgdown.yml b/_pkgdown.yml
index 83242e5..29fd9ba 100644
--- a/_pkgdown.yml
+++ b/_pkgdown.yml
@@ -10,7 +10,7 @@ navbar:
       href: index.html
     - text: "Getting Started"
       href: articles/getting-started.html
-    - text: "Documentation"
+    - text: "Articles"
       href: articles/index.html
       menu:
         - text: "Start Here"
@@ -22,16 +22,23 @@ navbar:
           href: articles/managing-envs.html
         - text: 'Using GPUs with GluonTS'
           href: articles/using-gpus.html
-    - text: "API Reference"
+    - text: "API"
       href: reference/index.html
-    - text: "News"
-      href: news/index.html
+      menu:
+        - text: 'API Functions'
+        - icon: fa-home
+          text: 'Function Reference'
+          href: reference/index.html
+        - text: '---'
+        - text: 'Change History'
+        - text: "News"
+          href: news/index.html
     - text: "Ecosystem"
       menu:
-        - text: 'Workflow'
-        - text: 'Modeltime (Machine Learning)'
+        - text: 'Forecast'
+        - text: 'Modeltime (Forecasting)'
           href: https://business-science.github.io/modeltime/
-        - text: 'TimeTK (Data Transformation & Visualization)'
+        - text: 'TimeTK (Time Series Analysis)'
           href: https://business-science.github.io/timetk/
         - text: "---"
         - text: 'Improve'
@@ -40,11 +47,15 @@ navbar:
         - text: 'Modeltime Resample (Backtesting)'
           href: https://business-science.github.io/modeltime.resample/
         - text: "---"
-        - text: 'More Power'
+        - text: 'Scale'
         - text: 'Modeltime H2O (AutoML)'
           href: https://business-science.github.io/modeltime.h2o/
         - text: 'Modeltime GluonTS (Deep Learning)'
           href: https://business-science.github.io/modeltime.gluonts/
+    - icon: fas fa-graduation-cap
+      text: "Learn"
+      href: https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/
+
   right:
     - icon: fab fa-github
       href: https://github.com/business-science/modeltime.gluonts
diff --git a/docs/404.html b/docs/404.html
index f586c14..824f7d0 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -105,7 +105,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -124,11 +124,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -137,12 +153,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -153,7 +169,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -161,6 +177,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html
index 05c8a88..921b023 100644
--- a/docs/LICENSE-text.html
+++ b/docs/LICENSE-text.html
@@ -105,7 +105,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -124,11 +124,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -137,12 +153,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -153,7 +169,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -161,6 +177,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/LICENSE.html b/docs/LICENSE.html
index f9150d3..8ee4e74 100644
--- a/docs/LICENSE.html
+++ b/docs/LICENSE.html
@@ -105,7 +105,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -124,11 +124,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -137,12 +153,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -153,7 +169,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -161,6 +177,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/articles/getting-started.html b/docs/articles/getting-started.html
index 2507b94..806f5d1 100644
--- a/docs/articles/getting-started.html
+++ b/docs/articles/getting-started.html
@@ -60,7 +60,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -79,11 +79,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+<li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider">
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -92,12 +108,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-<li class="dropdown-header">Workflow</li>
+<li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider">
     <li class="dropdown-header">Improve</li>
@@ -108,7 +124,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider">
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -116,6 +132,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
 <ul class="nav navbar-nav navbar-right">
diff --git a/docs/articles/index.html b/docs/articles/index.html
index 0813950..4f1ea72 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -105,7 +105,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -124,11 +124,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -137,12 +153,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -153,7 +169,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -161,6 +177,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/articles/managing-envs.html b/docs/articles/managing-envs.html
index 977dd9c..6766cb2 100644
--- a/docs/articles/managing-envs.html
+++ b/docs/articles/managing-envs.html
@@ -60,7 +60,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -79,11 +79,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+<li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider">
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -92,12 +108,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-<li class="dropdown-header">Workflow</li>
+<li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider">
     <li class="dropdown-header">Improve</li>
@@ -108,7 +124,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider">
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -116,6 +132,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
 <ul class="nav navbar-nav navbar-right">
diff --git a/docs/articles/using-gpus.html b/docs/articles/using-gpus.html
index 482ab68..9ee0fcb 100644
--- a/docs/articles/using-gpus.html
+++ b/docs/articles/using-gpus.html
@@ -60,7 +60,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -79,11 +79,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+<li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider">
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -92,12 +108,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-<li class="dropdown-header">Workflow</li>
+<li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider">
     <li class="dropdown-header">Improve</li>
@@ -108,7 +124,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider">
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -116,6 +132,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
 <ul class="nav navbar-nav navbar-right">
diff --git a/docs/authors.html b/docs/authors.html
index f65ab4a..186c681 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -105,7 +105,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -124,11 +124,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -137,12 +153,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -153,7 +169,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -161,6 +177,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/index.html b/docs/index.html
index 305495f..6c9ac84 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -64,7 +64,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -83,11 +83,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+<li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider">
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -96,12 +112,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-<li class="dropdown-header">Workflow</li>
+<li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider">
     <li class="dropdown-header">Improve</li>
@@ -112,7 +128,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider">
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -120,6 +136,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
 <ul class="nav navbar-nav navbar-right">
diff --git a/docs/news/index.html b/docs/news/index.html
index fb8e256..60aaf62 100644
--- a/docs/news/index.html
+++ b/docs/news/index.html
@@ -105,7 +105,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -124,11 +124,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -137,12 +153,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -153,7 +169,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -161,6 +177,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 25949bf..8ebbd40 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -5,5 +5,5 @@ articles:
   getting-started: getting-started.html
   managing-envs: managing-envs.html
   using-gpus: using-gpus.html
-last_built: 2021-03-21T20:57Z
+last_built: 2021-03-22T15:19Z
 
diff --git a/docs/reference/as_pandas_timestamp.html b/docs/reference/as_pandas_timestamp.html
index 0e056d1..bb0973a 100644
--- a/docs/reference/as_pandas_timestamp.html
+++ b/docs/reference/as_pandas_timestamp.html
@@ -106,7 +106,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/deep_ar.html b/docs/reference/deep_ar.html
index dc5e250..5594682 100644
--- a/docs/reference/deep_ar.html
+++ b/docs/reference/deep_ar.html
@@ -108,7 +108,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -127,11 +127,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -140,12 +156,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -156,7 +172,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -164,6 +180,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
@@ -466,7 +489,7 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='va'>model_fitted</span>
 </div><div class='output co'>#&gt; parsnip model object
 #&gt; 
-#&gt; Fit time:  1.3s 
+#&gt; Fit time:  1.2s 
 #&gt; DeepAR
 #&gt; --------
 #&gt; Model: &lt;gluonts.mx.model.predictor.RepresentableBlockPredictor&gt;
@@ -483,7 +506,7 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 </div><div class='output co'>#&gt; </span><span style='color: #949494;'># A tibble: 1 x 1</span><span>
 #&gt;    .pred
 #&gt;    </span><span style='color: #949494;font-style: italic;'>&lt;dbl&gt;</span><span>
-#&gt; </span><span style='color: #BCBCBC;'>1</span><span> </span><span style='text-decoration: underline;'>12</span><span>359.</div><div class='input'><span class='co'># }</span>
+#&gt; </span><span style='color: #BCBCBC;'>1</span><span> </span><span style='text-decoration: underline;'>12</span><span>371.</div><div class='input'><span class='co'># }</span>
 
 </div></span></pre>
   </div>
diff --git a/docs/reference/deepar_fit_impl.html b/docs/reference/deepar_fit_impl.html
index 5415f02..08e10ca 100644
--- a/docs/reference/deepar_fit_impl.html
+++ b/docs/reference/deepar_fit_impl.html
@@ -106,7 +106,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/deepar_predict_impl.html b/docs/reference/deepar_predict_impl.html
index ecfd44f..062d8fc 100644
--- a/docs/reference/deepar_predict_impl.html
+++ b/docs/reference/deepar_predict_impl.html
@@ -106,7 +106,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/gluonts-env.html b/docs/reference/gluonts-env.html
index 6e0258f..7cc2986 100644
--- a/docs/reference/gluonts-env.html
+++ b/docs/reference/gluonts-env.html
@@ -107,7 +107,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -126,11 +126,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -139,12 +155,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -155,7 +171,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -163,6 +179,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/index.html b/docs/reference/index.html
index 5170f19..b667e02 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -105,7 +105,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -124,11 +124,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -137,12 +153,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -153,7 +169,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -161,6 +177,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/install_gluonts.html b/docs/reference/install_gluonts.html
index 9e28dbf..0055fc1 100644
--- a/docs/reference/install_gluonts.html
+++ b/docs/reference/install_gluonts.html
@@ -112,7 +112,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -131,11 +131,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -144,12 +160,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -160,7 +176,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -168,6 +184,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/nbeats.html b/docs/reference/nbeats.html
index 7763f29..aff30b1 100644
--- a/docs/reference/nbeats.html
+++ b/docs/reference/nbeats.html
@@ -109,7 +109,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -128,11 +128,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -141,12 +157,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -157,7 +173,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -165,6 +181,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
@@ -492,7 +515,7 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='va'>model_fitted</span>
 </div><div class='output co'>#&gt; parsnip model object
 #&gt; 
-#&gt; Fit time:  2.4s 
+#&gt; Fit time:  2.6s 
 #&gt; NBEATS
 #&gt; --------
 #&gt; Model: &lt;gluonts.mx.model.predictor.RepresentableBlockPredictor&gt;
@@ -507,9 +530,9 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 
 <span class='fu'><a href='https://rdrr.io/r/stats/predict.html'>predict</a></span><span class='op'>(</span><span class='va'>model_fitted</span>, <span class='va'>new_data</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; <span style='color: #949494;'># A tibble: 1 x 1</span><span>
-#&gt;    .pred
-#&gt;    </span><span style='color: #949494;font-style: italic;'>&lt;dbl&gt;</span><span>
-#&gt; </span><span style='color: #BCBCBC;'>1</span><span> </span><span style='text-decoration: underline;'>29</span><span>253.</div><div class='input'><span class='co'># }</span>
+#&gt;   .pred
+#&gt;   </span><span style='color: #949494;font-style: italic;'>&lt;dbl&gt;</span><span>
+#&gt; </span><span style='color: #BCBCBC;'>1</span><span> -</span><span style='color: #BB0000;'>741.</span><span></div><div class='input'><span class='co'># }</span>
 
 </div></span></pre>
   </div>
diff --git a/docs/reference/nbeats_ensemble_fit_impl.html b/docs/reference/nbeats_ensemble_fit_impl.html
index 2749e82..83299f7 100644
--- a/docs/reference/nbeats_ensemble_fit_impl.html
+++ b/docs/reference/nbeats_ensemble_fit_impl.html
@@ -106,7 +106,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/nbeats_ensemble_predict_impl.html b/docs/reference/nbeats_ensemble_predict_impl.html
index aefb4cb..dcd8154 100644
--- a/docs/reference/nbeats_ensemble_predict_impl.html
+++ b/docs/reference/nbeats_ensemble_predict_impl.html
@@ -106,7 +106,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/nbeats_fit_impl.html b/docs/reference/nbeats_fit_impl.html
index 8a00728..aa95c17 100644
--- a/docs/reference/nbeats_fit_impl.html
+++ b/docs/reference/nbeats_fit_impl.html
@@ -106,7 +106,7 @@
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
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@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/nbeats_params.html b/docs/reference/nbeats_params.html
index e875bbb..00d5e1d 100644
--- a/docs/reference/nbeats_params.html
+++ b/docs/reference/nbeats_params.html
@@ -106,7 +106,7 @@
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-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/nbeats_predict_impl.html b/docs/reference/nbeats_predict_impl.html
index c71d90e..ad3dcef 100644
--- a/docs/reference/nbeats_predict_impl.html
+++ b/docs/reference/nbeats_predict_impl.html
@@ -106,7 +106,7 @@
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 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/pipe.html b/docs/reference/pipe.html
index c0d2ad0..49f1a25 100644
--- a/docs/reference/pipe.html
+++ b/docs/reference/pipe.html
@@ -106,7 +106,7 @@
 </li>
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-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -125,11 +125,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -138,12 +154,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -154,7 +170,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -162,6 +178,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/save_gluonts_model.html b/docs/reference/save_gluonts_model.html
index a693f18..35b7a01 100644
--- a/docs/reference/save_gluonts_model.html
+++ b/docs/reference/save_gluonts_model.html
@@ -108,7 +108,7 @@
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-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -127,11 +127,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -140,12 +156,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -156,7 +172,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -164,6 +180,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/tidyeval.html b/docs/reference/tidyeval.html
index a349b40..fb5032c 100644
--- a/docs/reference/tidyeval.html
+++ b/docs/reference/tidyeval.html
@@ -138,7 +138,7 @@
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-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -157,11 +157,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -170,12 +186,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -186,7 +202,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -194,6 +210,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">
diff --git a/docs/reference/to_gluon_list_dataset.html b/docs/reference/to_gluon_list_dataset.html
index d441567..63f7f42 100644
--- a/docs/reference/to_gluon_list_dataset.html
+++ b/docs/reference/to_gluon_list_dataset.html
@@ -107,7 +107,7 @@
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 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
-    Documentation
+    Articles
      
     <span class="caret"></span>
   </a>
@@ -126,11 +126,27 @@
     </li>
   </ul>
 </li>
-<li>
-  <a href="../reference/index.html">API Reference</a>
-</li>
-<li>
-  <a href="../news/index.html">News</a>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
+    API
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu">
+    <li class="dropdown-header">API Functions</li>
+    <li>
+      <a href="../reference/index.html">
+        <span class="fas fa-home"></span>
+         
+        Function Reference
+      </a>
+    </li>
+    <li class="divider"></li>
+    <li class="dropdown-header">Change History</li>
+    <li>
+      <a href="../news/index.html">News</a>
+    </li>
+  </ul>
 </li>
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
@@ -139,12 +155,12 @@
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
-    <li class="dropdown-header">Workflow</li>
+    <li class="dropdown-header">Forecast</li>
     <li>
-      <a href="https://business-science.github.io/modeltime/">Modeltime (Machine Learning)</a>
+      <a href="https://business-science.github.io/modeltime/">Modeltime (Forecasting)</a>
     </li>
     <li>
-      <a href="https://business-science.github.io/timetk/">TimeTK (Data Transformation &amp; Visualization)</a>
+      <a href="https://business-science.github.io/timetk/">TimeTK (Time Series Analysis)</a>
     </li>
     <li class="divider"></li>
     <li class="dropdown-header">Improve</li>
@@ -155,7 +171,7 @@
       <a href="https://business-science.github.io/modeltime.resample/">Modeltime Resample (Backtesting)</a>
     </li>
     <li class="divider"></li>
-    <li class="dropdown-header">More Power</li>
+    <li class="dropdown-header">Scale</li>
     <li>
       <a href="https://business-science.github.io/modeltime.h2o/">Modeltime H2O (AutoML)</a>
     </li>
@@ -163,6 +179,13 @@
       <a href="https://business-science.github.io/modeltime.gluonts/">Modeltime GluonTS (Deep Learning)</a>
     </li>
   </ul>
+</li>
+<li>
+  <a href="https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/">
+    <span class="fas fa-graduation-cap"></span>
+     
+    Learn
+  </a>
 </li>
       </ul>
       <ul class="nav navbar-nav navbar-right">