diff --git a/SUMMARY.md b/SUMMARY.md
index ec628c86c..2a85d5d7c 100644
--- a/SUMMARY.md
+++ b/SUMMARY.md
@@ -841,7 +841,7 @@
   * [Pentesting BLE - Bluetooth Low Energy](todo/radio-hacking/pentesting-ble-bluetooth-low-energy.md)
 * [Industrial Control Systems Hacking](todo/industrial-control-systems-hacking/README.md)
 * [Test LLMs](todo/test-llms.md)
-* [LLM Training - Data Preparation](todo/llm-training-data-preparation/README.md)
+* [LLM Training](todo/llm-training-data-preparation/README.md)
   * [0. Basic LLM Concepts](todo/llm-training-data-preparation/0.-basic-llm-concepts.md)
   * [1. Tokenizing](todo/llm-training-data-preparation/1.-tokenizing.md)
   * [2. Data Sampling](todo/llm-training-data-preparation/2.-data-sampling.md)