small changes

Author: allisonportis

README.md

@@ -103,7 +103,7 @@ Returns a new normalized `EntitySet` from an `EntitySet` with a single entity.
 
 ### Demos
 
-* [Machine learning demo with featuretools](https://github.com/FeatureLabs/autonormalize/blob/master/autonormalize/demos/AutoNormalize%20%2B%20FeatureTools%20Demo.ipynb)
+* [Machine Learning Demo with Featuretools](https://github.com/FeatureLabs/autonormalize/blob/master/autonormalize/demos/AutoNormalize%20%2B%20FeatureTools%20Demo.ipynb)
 * [Kaggle Liquor Sales Dataset Demo](https://github.com/FeatureLabs/autonormalize/blob/master/autonormalize/demos/Kaggle%20Liquor%20Sales%20Dataset%20Demo.ipynb)
 * [Demo with Editing Dependencies](https://github.com/Featuretools/featuretools/pull/699)
 * [Kaggle Food Production Dataset Demo](https://github.com/FeatureLabs/autonormalize/blob/master/autonormalize/demos/Kaggle%20Food%20%20Dataset%20Demo.ipynb)