diff --git a/2023.md b/2023.md
index e6f52b91a..fd5b4adc2 100644
--- a/2023.md
+++ b/2023.md
@@ -100,8 +100,8 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [] 🐍 43 > [Python Loops, functions, modules and libraries](2023/day43.md)
 - [] 🐍 44 > [Data Structures and OOP in Python](2023/day44.md)
 - [] 🐍 45 > [Debugging, testing and Regular expression](2023/day45.md)
-- [] 🐍 46 > [](2023/day46.md)
-- [] 🐍 47 > [](2023/day47.md)
+- [] 🐍 46 > [Web development in Python](2023/day46.md)
+- [] 🐍 47 > [Automation with Python](2023/day47.md)
 - [] 🐍 48 > [](2023/day48.md)
 
 ### AWS