diff --git a/README.md b/README.md
index f34c27b..337b8ba 100644
--- a/README.md
+++ b/README.md
@@ -2,12 +2,10 @@
  
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-#### 👉🏼 [deep learning tl; dr](deep_learning_tldr.md)
+*  👉🏼 **[deep learning tl; dr](deep_learning_tldr.md)**
 
 <br>
 
-### in this repo
-
 * 🤖 **[defi agents](agents)**
   * deep learning strategies for training defi agents.
 
@@ -38,7 +36,7 @@
 
 ----
 
-### resources
+### external resources
 
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