diff --git a/README.md b/README.md
index 940efa0..c998fba 100644
--- a/README.md
+++ b/README.md
@@ -5,10 +5,10 @@ things in Theano.
 
 ### Theano Tutorials
 
-1. [Introduction](nbpages/Theano Tutorial _Part 1 - Introduction_.html)
-2. [Simple computation](nbpages/Theano Tutorial _Part 2 - Simple Computation_.html)
-3. [Functions and Shared Variables](nbpages/Theano Tutorial _Part 3 - Functions and Shared Variables_.html)
-4. [Random Variables](nbpages/Theano Tutorial _Part 4 - Random Variables_.html)
+1. [Introduction](http://nbviewer.ipython.org/github/jaberg/IPythonTheanoTutorials/blob/master/ipynb/Theano%20Tutorial%20(Part%201%20-%20Introduction).ipynb)
+2. [Simple computation](http://nbviewer.ipython.org/github/jaberg/IPythonTheanoTutorials/blob/master/ipynb/Theano%20Tutorial%20(Part%202%20-%20Simple%20Computation).ipynb)
+3. [Functions and Shared Variables](http://nbviewer.ipython.org/github/jaberg/IPythonTheanoTutorials/blob/master/ipynb/Theano%20Tutorial%20(Part%203%20-%20Functions%20and%20Shared%20Variables).ipynb)
+4. [Random Variables](http://nbviewer.ipython.org/github/jaberg/IPythonTheanoTutorials/blob/master/ipynb/Theano%20Tutorial%20(Part%204%20-%20Random%20Variables).ipynb)
 
 
 ### Machine Learning Case Studies