Updating README file.

Author: jdwittenauer

README.md

@@ -47,7 +47,8 @@ Lab exercises for the Spark class on edX.  I think it's okay to post these now t
 <a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/Spark-Lab1-WordCount.ipynb">Lab 1 - Building A Word Count Application</a><br/>
 <a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/Spark-Lab2-ApacheLog.ipynb">Lab 2 - Web Server Log Analysis</a><br/>
 <a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/Spark-Lab3-EntityResolution.ipynb">Lab 3 - Text Analysis & Entity Resolution</a><br/>
-<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/Spark-Lab4-MachineLearning.ipynb">Lab 4 - Introduction To Machine Learning</a>
+<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/Spark-Lab4-MachineLearning.ipynb">Lab 4 - Introduction To Machine Learning</a><br/>
+<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/Spark-ML-Lab3-LinearRegression.ipynb">ML Lab 3 - Linear Regression</a>
 
 #### Misc