diff --git a/README.md b/README.md
index 9f3119b7..ad196871 100644
--- a/README.md
+++ b/README.md
@@ -417,7 +417,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
   - [Part 6: Genetic Algorithms](https://www.youtube.com/watch?v=dSofAXnnFrY&index=6&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU)
 
 ### Machine Learning:
-
+-[Build an ML Inference API with FastAPI and ONNX](https://www.youtube.com/watch?v=5PgqzVG9SCk)
 - [Write Linear Regression From Scratch in Python](https://www.youtube.com/watch?v=uwwWVAgJBcM) (video)
 - [Step-By-Step Machine Learning In Python](https://machinelearningmastery.com/machine-learning-in-python-step-by-step/)
 - [Predict Quality Of Wine](https://medium.freecodecamp.org/using-machine-learning-to-predict-the-quality-of-wines-9e2e13d7480d)