Updated card

Author: Svetlana Karslioglu

distributed/home.rst

@@ -1,38 +1,48 @@
 Distributed and Parallel Training Tutorials
 ===========================================
 
-This page includes all distributed and parallel trainings available
+Distributed and 
 at pytorch.org website. 
 
 Getting Started with Distributed Data-Parallel Training (DDP)
 -------------------------------------------------------------
 
+
+
 .. grid:: 3
 
-     .. grid-item-card:: Getting Started with PyTorch Distributed
+     .. grid-item-card:: :octicon:`file-code;1em` 
+        Getting Started with PyTorch Distributed
         :shadow: none
         :link: https://example.com
         :link-type: url
 
         This tutorial provides a gentle intro to the PyTorch
         DistributedData Parallel.
+ 
+        :octicon:`code;1em` Code 
 
-     .. grid-item-card:: Single Machine Model Parallel Best Practices
+     .. grid-item-card:: :octicon:`file-code;1em`
+        Single Machine Model Parallel Best Practices
         :shadow: none
         :link: https://example.com
         :link-type: url
 
         In this tutorial you will learn about best practices in
         using model parallel.
 
-     .. grid-item-card:: Writing Distributed Applications with PyTorch
+        :octicon:`code;1em` Code :octicon:`square-fill;1em`  :octicon:`video;1em` Video
+
+     .. grid-item-card:: :octicon:`file-code;1em` Writing Distributed Applications with PyTorch
         :shadow: none
         :link: https://example.com
         :link-type: url
 
         This tutorial demonstrates how to write a distributed application
         with PyTorch.
 
+        :octicon:`code;1em` Code :octicon:`square-fill;1em` :octicon:`video;1em` Video
+
 Learn FSDP
 ----------
 
@@ -43,33 +53,6 @@ models.
 
 .. grid:: 3
 
-     .. grid-item-card:: Getting Started with FSDP
-        :shadow: none
-        :img-top: ../_static/img/thumbnails/cropped/pytorch-logo.png
-        :link: https://example.com
-        :link-type: url
-
-        This tutorial provides a gentle intro to the PyTorch
-        DistributedData Parallel.
-
-     .. grid-item-card:: Single Machine Model Parallel Best Practices
-        :shadow: none
-        :img-top: ../_static/img/thumbnails/cropped/pytorch-logo.png
-        :link: https://example.com
-        :link-type: url
-
-        In this tutorial you will learn about best practices in
-        using model parallel.
-
-     .. grid-item-card:: Writing Distributed Applications with PyTorch
-        :shadow: none
-        :img-top: ../_static/img/thumbnails/cropped/pytorch-logo.png
-        :link: https://example.com
-        :link-type: url
-
-        This tutorial demonstrates how to write a distributed application
-        with PyTorch.
-
 Learn RPC
 ---------