diff --git a/README.md b/README.md
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@@ -21,6 +21,7 @@
 | 14    |Data Science Interviewer Pro By Emma Ding                     | https://youtube.com/playlist?list=PLY1Fi4XflWStFs6tLQ3Gey2Aaq_U4-Xnc|
 | 15    |Data Science Interview Questions Quick Overview By Simplilearn | https://youtu.be/5JZsSNLXXuE|
 | 16    |Key Skills Required for Machine Learning Engineers By Scaler  | https://www.scaler.com/blog/how-to-become-a-machine-learning-engineer/|
+| 17    |Machine Learning Roadmap: Zero to Expert By Applied AI  | https://www.appliedaicourse.com/blog/machine-learning-roadmap/|
 
 
 ![alt text](cheat_sheets_data_science_interviews_1.png)