[WEBSITE] Added Link for Ridge Regression
diff --git a/website/docs/latest/algorithms/regression/index.md b/website/docs/latest/algorithms/regression/index.md
index 7d93aa6..4059195 100644
--- a/website/docs/latest/algorithms/regression/index.md
+++ b/website/docs/latest/algorithms/regression/index.md
@@ -11,6 +11,8 @@
 
 [Ordinary Least Squares](ols.html)
 
+[Ridge Regression](ridge.html)
+
 ### Autocorrelation Regression
 
 Serial Correlation of the error terms can lead to biased estimates of regression parameters, the following remedial procedures are provided: