diff --git a/README.md b/README.md
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@@ -27,7 +27,7 @@ This is where machine learning comes into play. We can take our MD trajectories
## **Overview**
In this tutorial, we will apply three different ML approaches - random forest, logistic regression, and multi-layer perceptron. We will analyze the residues at the interface of where SARS-CoV or SARS-CoV2 bind to hACE2. More specifically, the input data is the inverse of the distance between the residues. The tutorial is split into three separate modules.
- Click the image below to watch overview video
+ :sparkles: Click the image below to watch overview video