diff --git a/README.md b/README.md
index 6a93a2769..b74553582 100644
--- a/README.md
+++ b/README.md
@@ -216,7 +216,7 @@ The link here https://www.mn.uio.no/english/research/about/centre-focus/innovati
 
 
 
-### Recommended prereading before the first lecture: Chapter 1-2 (linear algebra) and chapter 3 (statistics) of Goodfellow et al. 
+### Recommended prereading before the first lecture: Chapter 1-2 (linear algebra) and chapter 3 (statistics) of Goodfellow et al. and Bishop chapter 1
 
 
 ##  Weekly Schedule