diff --git a/docs/user/tutorial/MACHINE_LEARNING_TOOLS.md b/docs/user/tutorial/MACHINE_LEARNING_TOOLS.md
index a982af56c..9c4b1c41c 100644
--- a/docs/user/tutorial/MACHINE_LEARNING_TOOLS.md
+++ b/docs/user/tutorial/MACHINE_LEARNING_TOOLS.md
@@ -4,7 +4,7 @@ FIXME(Andrei/Jordan): to be done
 
 # Machine Learning Tools
 
-Give examples with matrix multiplications, reshape, relu, sigmoid, flatten, clip, transpose, dot etc
+Give examples with tensors, matrix multiplications, reshape, relu, sigmoid, flatten, clip, transpose, dot etc
 
 Do we need to speak about batch norm?
 
@@ -12,3 +12,4 @@ Do we need to speak about sum?
 
 Do we need to speak about pools?
 
+Explain that convolution will come later