diff --git a/README.md b/README.md
index 50c952e..43aa492 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Learning Deep Learning with Analogies 🧠
+# Machine Learning for Dummies 🧠
 
 Ever felt overwhelmed by Machine Learning jargon? We get it! This course explains Deep Learning concepts using simple analogies and practical code examples using PyTorch.
 
diff --git a/_config.yml b/_config.yml
index af2b033..41015b3 100644
--- a/_config.yml
+++ b/_config.yml
@@ -1,5 +1,5 @@
 # Book settings
-title: Understanding Machine Learning with Analogies
+title: Machine Learning for Dummies
 author: Shreyash Gupta
 copyright: "2024"
 logo: images/course-logo.svg
diff --git a/index.md b/index.md
index 064a186..43aa492 100644
--- a/index.md
+++ b/index.md
@@ -1,4 +1,4 @@
-# Understanding Machine Learning with Analogies 🧠
+# Machine Learning for Dummies 🧠
 
 Ever felt overwhelmed by Machine Learning jargon? We get it! This course explains Deep Learning concepts using simple analogies and practical code examples using PyTorch.
 
@@ -65,6 +65,10 @@ Remember: Everyone learns differently. If this approach doesn't click with you,
 
 
 
+### Here is how to go about the course
+
+[Introduction to Deep Learning with PyTorch.ipynb](notebooks/deep-learning/Introduction to Deep Learning with PyTorch.ipynb)
+
 ----
 
 # Additional things to add.