diff --git a/soa/tracks/ml/1.md b/soa/tracks/ml/1.md
index 8ae42f1..863358b 100644
--- a/soa/tracks/ml/1.md
+++ b/soa/tracks/ml/1.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-# ML Track
+# Week 1
 Welcome to the ML track. We hope you're really excited for this.  
 For starters we'll brush up your Python Skills. This includes your understanding of the following:  
 
diff --git a/soa/tracks/ml/2.md b/soa/tracks/ml/2.md
index 87c9c12..a5519fb 100644
--- a/soa/tracks/ml/2.md
+++ b/soa/tracks/ml/2.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-# ML Track - Week 2
+## Week 2
 
 We hope you're really excited to get started with actual Machine Learning. But just hold on!!  
 A big problem in machine learning algorithms is that, they're not humans. They are just bunch of formulas being applied in a loop of conditional statements.  
diff --git a/soa/tracks/ml/3.md b/soa/tracks/ml/3.md
index 17ad2b3..05604ce 100644
--- a/soa/tracks/ml/3.md
+++ b/soa/tracks/ml/3.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-# ML Track - Week 3
+## Week 3
 
 Congratulations for making upto here!  
 As now we've completed the preprocessing methods, we can start with Machine Learing Algorithms.  
diff --git a/soa/tracks/ml/4.md b/soa/tracks/ml/4.md
index 271c06e..db4d553 100644
--- a/soa/tracks/ml/4.md
+++ b/soa/tracks/ml/4.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-# ML Track - Week 4
+## Week 4
 This week we are going to learn a type of widely used supervised machine learning algorithm - **Classification**.  
 Classification is the process of predicting the class of given data points.  
 
diff --git a/soa/tracks/ml/5.md b/soa/tracks/ml/5.md
index 2db37b2..726fd24 100644
--- a/soa/tracks/ml/5.md
+++ b/soa/tracks/ml/5.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-# ML Track - Week 5
+## Week 5
 Congratulations! You have come mid-way!  
 Now, let's learn how good or bad our model is performing and why?  
 
diff --git a/soa/tracks/ml/6.md b/soa/tracks/ml/6.md
index f9875b4..ee2b58d 100644
--- a/soa/tracks/ml/6.md
+++ b/soa/tracks/ml/6.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-# ML Track - Week 6
+## Week 6
 Congratulations!
 You have come a long way! Till now we have been working on supervised machine learning , so, now gear up for the first chapter of unsupervised machine learning - Clustering .
 
diff --git a/soa/tracks/ml/7.md b/soa/tracks/ml/7.md
index d6cd273..c92cb70 100644
--- a/soa/tracks/ml/7.md
+++ b/soa/tracks/ml/7.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-# ML Track-Week 7
+## Week 7
 
 Congratulations for making it upto here!  
 
diff --git a/soa/tracks/ml/8.md b/soa/tracks/ml/8.md
index 8ee6709..1488f88 100644
--- a/soa/tracks/ml/8.md
+++ b/soa/tracks/ml/8.md
@@ -1,5 +1,5 @@
 <a href='https://t.me/ml_code_for_100_days'><button>Discuss on telegram</button></a>
-## ML Track-Week 8
+## Week 8
 
 Now, let us boost our learning.  
 This week will introduce you to algorithms that can boost the accuracy of your model.