diff --git a/README.md b/README.md
index a4b0ed1..b521dd6 100644
--- a/README.md
+++ b/README.md
@@ -86,7 +86,7 @@ From source:
 
 Start with the notebook:
 
-- [Easy topic modeling with AutoTM](https://github.com/aimclub/AutoTM/blob/main/examples/autotm_fit_predict.py)
+- [Easy topic modeling with AutoTM](https://github.com/aimclub/AutoTM/blob/main/examples/examples_autotm_fit_predict.py)
 
 ## Running from the command line