diff --git a/deep-learning/theano-tutorial/intro_theano/intro_theano.ipynb b/deep-learning/theano-tutorial/intro_theano/intro_theano.ipynb
index 12203b3..6a01ca3 100644
--- a/deep-learning/theano-tutorial/intro_theano/intro_theano.ipynb
+++ b/deep-learning/theano-tutorial/intro_theano/intro_theano.ipynb
@@ -8,7 +8,9 @@
     "\n",
     "Credits: Forked from [summerschool2015](https://github.com/mila-udem/summerschool2015) by mila-udem\n",
     "\n",
-    "# Overview\n",
+    "## Slides\n",
+    "\n",
+    "Refer to the associated [Introduction to Theano slides](http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/theano-tutorial/intro_theano/intro_theano.pdf) and use this notebook for hands-on practice of the concepts.\n",
     "\n",
     "## Basic usage\n",
     "\n",
diff --git a/deep-learning/theano-tutorial/scan_tutorial/scan_tutorial.ipynb b/deep-learning/theano-tutorial/scan_tutorial/scan_tutorial.ipynb
index 5827dad..495ae49 100644
--- a/deep-learning/theano-tutorial/scan_tutorial/scan_tutorial.ipynb
+++ b/deep-learning/theano-tutorial/scan_tutorial/scan_tutorial.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Introduction to Scan Theano\n",
+    "# Introduction to Scan in Theano\n",
     "\n",
     "Credits: Forked from [summerschool2015](https://github.com/mila-udem/summerschool2015) by mila-udem\n",
     "\n",