diff --git a/docs/machine-learning/index.yml b/docs/machine-learning/index.yml
index 01bd52edc3a21..c1c9e197190d0 100644
--- a/docs/machine-learning/index.yml
+++ b/docs/machine-learning/index.yml
@@ -19,7 +19,7 @@ sections:
 - title: Get Started
   items:
   - type: paragraph
-    text: 'If you are new to machine learning, get an overview from <a href="dotnet/machine-learning/what-is-machine-learning">What is machine learning</a>? To understand how an ML.NET application is built, read <a href="dotnet/machine-learning/how-does-mldotnet-work">How does ML.NET work</a>? Or get started by adding the <b>Microsoft.ML</b> nuget package to your application.'
+    text: 'If you are new to machine learning, get an overview from <a href="/dotnet/machine-learning/what-is-machine-learning">What is machine learning</a>? To understand how an ML.NET application is built, read <a href="/dotnet/machine-learning/how-does-mldotnet-work">How does ML.NET work</a>? Or get started by adding the <b>Microsoft.ML</b> nuget package to your application.'
 - title: Step-by-Step Tutorials
   items:
   - type: paragraph