diff --git a/Predictions/Linear Regression/readme.md b/Predictions/Linear Regression/readme.md
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--- a/Predictions/Linear Regression/readme.md	
+++ b/Predictions/Linear Regression/readme.md	
@@ -1 +1,7 @@
-
+# Folder Information
+## Student Scores - `DONE`
+- Minimum EDA
+- Using `sklearn.linear_model` library, `LinearRegression`
+- Attained MSE of 4.08
+- Attained R² of 0.98
+- **Performance Index** = -33.92 + **(2.85 x Hours Studied)** + **(1.01 x Previous Scores)** + **(0.60 x Extracurricular Activities)** + **(0.47 x Sleep Hours)** + **(0.19 x Sample Question Papers Practiced)**