diff --git a/20241217_st.md b/20241217_st.md
index dc18567..f5f91b0 100644
--- a/20241217_st.md
+++ b/20241217_st.md
@@ -74,7 +74,7 @@ There are a few layers of abstraction in the shapetracker API, let's start from
 ```python
 from tinygrad.shape.view import View
 
-# The two by two matrix is represneted as shape being (2, 2), strides being (2, 1)
+# The two by two matrix is represented as shape being (2, 2), strides being (2, 1)
 a = View.create(shape=(2, 2), strides=(2, 1))
 
 # In order to get the "strategy" we talked about (row * 2 + col), we call a special method:
@@ -110,7 +110,7 @@ it actually translates to the readable render output:
 
 The outer most node is an addition, this is the + sign.
   The first child is yet another addition, it adds a zero const, and a multiplication. We can deduce that the zero is some
-  artifacts that's not shown. THe multiplication multiplies two things:
+  artifacts that's not shown. The multiplication multiplies two things:
     the first is a range, ranging from zero to three. This is the ridx0.
     the second is a const, value is 2.