diff --git a/doc/src/week35/week35.do.txt b/doc/src/week35/week35.do.txt
index fb5bca2fc..18ff3e22b 100644
--- a/doc/src/week35/week35.do.txt
+++ b/doc/src/week35/week35.do.txt
@@ -8,10 +8,10 @@ DATE: today
 
 The main topics are:
 
-o Reminder on statistics with quantities like mean values, variance abd covariance
+o Reminder on statistics with quantities like mean values, variance and covariance
 o Discussion of how to prepare data and examples of applications of linear regression
 o Mathematical interpretations of Linear Regression
-o Start discussing Ridge and Lasso regression and Singular Value Decomposition
+o Ridge and Lasso regression and Singular Value Decomposition