diff --git a/lab2/lab-notes.md b/lab2/lab-notes.md
index 3abf55234417e45068e7f4172a28e5bfddda6657..8e19aa8d16108fff06ee3880179f772ecd31886a 100644
--- a/lab2/lab-notes.md
+++ b/lab2/lab-notes.md
@@ -134,8 +134,7 @@
 - _What are the practical approaches for reducing the expected new data error,
   according to the book?_
 
-   It is impossible to calculate $E _{new}$ but it can be estimated using various methods. It is therefore hard to minimize $E _{new}$, in some cases a better loss funtion can reduce $E _{new}$.
-  [p. 65]
+  [p. 76]
 
 - _What important aspect should be considered when selecting minibatches,
   according to the book?_
@@ -145,4 +144,4 @@
 - _Provide an example of modifications in a loss function and in data that can be
   done to take into account the data imbalance, according to the book._
 
-  [p. 88]
+  [p. 101]