diff --git a/doc/src/Bayesian/Bayesian.do.txt b/doc/src/Bayesian/Bayesian.do.txt
index 94fec1f21..e409a99f4 100644
--- a/doc/src/Bayesian/Bayesian.do.txt
+++ b/doc/src/Bayesian/Bayesian.do.txt
@@ -8,8 +8,8 @@ DATE: today
 ===== To do =====
 
 * Develop connection between Bayesian statistics and linear regression
-* add bayesian basi stat to the intro to statistics slides and add more math about bayesian approah and frequentist approach
-
+* add bayesian basic stat to the intro to statistics slides and add more math about bayesian approah and frequentist approach
+* add material about bayesian linear regression
 
 !split
 ===== Why Bayesian Statistics?  =====