diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-## Dimitri Kourouniotis Data Scientist
+## Dimitri Kourouniotis Data Science Enthusiast
 
-Analysing FCC Net Neutrality Comments using Machine Learning and NLP
+# Analysing FCC Net Neutrality Comments using Machine Learning and NLP
 
 Supervised Machine Learning using NLP
 by Dimitri Kourouniotis
@@ -32,9 +32,10 @@ A blog post published by Jeff Kao caught my attention and I followed up with him
 
 <a href="/DimitriKourouniotis/Capstone1FCCNN/blob/master/09%20Classifiers%20and%20Feature%20Selections.ipynb">09 Classifiers and Feature Selection</a>
 
-Acknowledgements<br>
-Many thanks to my mentor, Rajiv Shah!<br>
-Thanks to the following for the data and code help for this capstone:<br>
+##Acknowledgements<br>
+Many thanks to my mentor, Rajiv Shah!
+
+###Thanks to the following for the data and code help for this capstone:<br>
 Data: Jeff Kao<br>
 More than a million pro-repeal net neutrality comments were likely faked<br>
 https://hackernoon.com/more-than-a-million-pro-repeal-net-neutrality-comments-were-likely-faked-e9f0e3ed36a6