diff --git a/Career Concepts/20260101010049-concepts.org b/Career Concepts/20260101010049-concepts.org
index 914374d..74eabe7 100755
--- a/Career Concepts/20260101010049-concepts.org	
+++ b/Career Concepts/20260101010049-concepts.org	
@@ -12,8 +12,8 @@ In this node lies notes relating to theoretical concepts tying with maths and/or
 - [[id:abe43fdc-e90d-4c2c-9320-cc7929f0c99a][ESS]]
 - [[id:0b6e7dc0-1171-4dc4-982e-a5d95765e09c][SEB Search Improvement — Couchbase Caching]]
 ** AI Training:
-- [[id:ceeb2ad1-b091-49d8-8cd6-752f28a6fd86][Data Camp AI Training]] 
-
+- [[id:ceeb2ad1-b091-49d8-8cd6-752f28a6fd86][Data Camp AI Training]]
+  
 * Mathematical Concepts
 
 Part of being a software engineer is having a good grasp of mathematical concepts. Here are some notes on various mathematical concepts that I find useful.
diff --git a/all-files.json b/all-files.json
index 1079072..934326f 100755
--- a/all-files.json
+++ b/all-files.json
@@ -249,7 +249,7 @@
       {
         "id": "ceeb2ad1-b091-49d8-8cd6-752f28a6fd86",
         "title": "Data Camp AI Training",
-        "url": "/20260512121806-data_camp_ai_training.html"
+        "url": "/Career Concepts/20260512121806-data_camp_ai_training.html"
       },
       {
         "id": "e448cd99-afee-4702-947f-644bb34dc1aa",