diff --git a/doc/workshop/slides/source/introduction.rst b/doc/workshop/slides/source/introduction.rst
index c52492672e..139cf250a5 100644
--- a/doc/workshop/slides/source/introduction.rst
+++ b/doc/workshop/slides/source/introduction.rst
@@ -8,10 +8,6 @@ Order of business
 * PDF http://pdal.io/PDAL.pdf
 * Links everywhere
 
-Guinea Pigs
-================================================================================
-
-    .. image:: ./img/guinea.gif
 
 Goals
 ================================================================================
@@ -27,8 +23,7 @@ Who are we
 ================================================================================
 
 * Howard Butler
-* Connor Manning
-* Rick Brown
+* Michael Smith
 
 
 Howard Butler
@@ -41,20 +36,13 @@ Howard Butler
 
 .. _`Hobu, Inc.`: http://hobu.co
 
-Connor Manning
+Michael Smith
 ================================================================================
 
-* Works @ `Hobu, Inc.`_
-* Develops Entwine https://entwine.io
-* Develops Greyhound http://greyhound.io
-* Tweets @ http://twitter.com/csmannin
-
-Rick Brown
-================================================================================
-
-* Works here!
-* LiDAR data processing and management
-* Entwine with Connor Manning
+* Physical Research Scientist, USACE CRREL
+* Develops open source GIS and LiDAR software
+* Commits over 15 years
+* Tweets @ http://twitter.com/michael_smith
 
 Next
 ================================================================================
diff --git a/doc/workshop/slides/source/rasterization.rst b/doc/workshop/slides/source/rasterization.rst
new file mode 100644
index 0000000000..025aace960
--- /dev/null
+++ b/doc/workshop/slides/source/rasterization.rst
@@ -0,0 +1,76 @@
+.. _rasterization:
+
+Rasterizing Attributes
+================================================================================
+
+
+.. include:: ../../includes/substitutions.rst
+
+
+
+Purpose:
+    * Utilize :ref:`readers.greyhound`
+    * Interpolate data (Intensity, Classification)
+    * Use `gdaldem`_ to apply color ramps
+    * Explore :ref:`writers.gdal` options
+
+
+:ref:`Rasterization Workshop Materials <pdal:workshop-rasterize>`
+
+.. _`gdaldem`: http://www.gdal.org/gdaldem.html
+
+
+
+:ref:`readers.greyhound`
+================================================================================
+
+  .. literalinclude:: ../../exercises/analysis/rasterize/classification.json
+
+
+:ref:`pdal pipeline <pdal:pipeline>`
+================================================================================
+
+.. literalinclude:: ../../exercises/analysis/rasterize/classify-command.txt
+
+
+Yuck
+================================================================================
+
+.. image:: ../../images/rasterization-denmark-no-ramp.png
+    :scale: 200%
+
+
+Color Ramp
+================================================================================
+
+.. literalinclude:: ../../exercises/analysis/rasterize/ramp.txt
+
+
+`gdaldem`_
+================================================================================
+
+.. literalinclude:: ../../exercises/analysis/rasterize/gdaldem-run-command.txt
+
+Better
+================================================================================
+
+.. image:: ../../images/rasterization-colored-classification.png
+    :scale: 200%
+
+Intensity
+================================================================================
+
+.. literalinclude:: ../../exercises/analysis/rasterize/intensity-run-command.txt
+    :linenos:
+
+Intensity Image
+================================================================================
+
+.. image:: ../../images/rasterization-colored-intensity.png
+    :scale: 200%
+
+
+Home
+================================================================================
+:ref:`Home <home>`
+
diff --git a/doc/workshop/slides/source/software.rst b/doc/workshop/slides/source/software.rst
index 7160da5b8f..81e699cb49 100644
--- a/doc/workshop/slides/source/software.rst
+++ b/doc/workshop/slides/source/software.rst
@@ -5,24 +5,22 @@ Software installation
 
 .. include:: ../../includes/substitutions.rst
 
-(Done for you already)
+1. :ref:`workshop-osgeo4w`
+    * Install PDAL via OSGeo4W64
 
-.. 1. :ref:`Docker <docker>`
-    * Run PDAL and GDAL command line applications
-
-.. 2. :ref:`QGIS<qgis>`
+2. :ref:`QGIS<qgis>`
     * Visualize vector and raster data
 
-.. 3. `QT Reader`_
+3. `QT Reader`_
     * Visualize point cloud data
 
-.. 4. `Fugro Viewer`_
+4. `Fugro Viewer`_
     * Visualize point cloud data
 
-.. 5. http://plas.io
+5. http://plas.io
     * Visualize point cloud data
 
-.. 6. `CloudCompare`_
+6. `CloudCompare`_
     * Visualize point cloud data
 
 .. _`QT Reader`: http://appliedimagery.com/download/
@@ -32,13 +30,20 @@ Software installation
 Data installation
 ================================================================================
 
-1. Copy entire contents:
+1. Copy entire contents of USB or data download:
 
 ::
 
-    C:\Users\Howard\PDAL
+    C:\Users\hobu\PDAL
+
+::
 
+    https://s3.amazonaws.com/pdal/workshop/PDAL.zip
+
+Path Substitution
+================================================================================
 
+My username is ``hobu``, yours probably isn't.
 
 Next
 ================================================================================