diff --git a/AI4Forensics/CKIM2024/readme.md b/AI4Forensics/CKIM2024/readme.md
index 516c431..2d3a3c6 100644
--- a/AI4Forensics/CKIM2024/readme.md
+++ b/AI4Forensics/CKIM2024/readme.md
@@ -39,7 +39,7 @@ By fostering a collaborative learning environment, this tutorial aims to empower
   - [Compare one-shot vs. zero-shot](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/05_evidence_stix_dot_generator.ipynb)
 - Profiling suspect based on browser history (hands-on lab)
   - [Intro](/AI4Forensics/CKIM2024/BrowserHistory/Eric/HistoryProfilingLLMsIntro.pptx)
-  - [Profiling](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/BrowserHistory/Eric/profile_browser_history_Eric.ipynb)
+  - [Profiling lab](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/BrowserHistory/Eric/profile_browser_history_Eric.ipynb) and [video](https://youtu.be/flfKG2Cbmu4)
   - [Data Preprocessing](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/BrowserHistory/Eric/profile_browser_history_Eric_dataprocess.ipynb)
   - [Student Practice](/AI4Forensics/CKIM2024/BrowserHistory/Eric/HistoryProfilingLLMsLab.docx)
 - [Political insights analysis based on Hillary's leaked Emails (hands-on lab)](#political-insight-analysis-leveraging-llms)