Update backpropagation.rst (#91)

bfortuner · Feb 1, 2020 · ded4da1 · ded4da1
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diff --git a/docs/backpropagation.rst b/docs/backpropagation.rst
@@ -6,7 +6,7 @@ Backpropagation
 
 .. contents:: :local:
 
-The goals of backpropagation are straightforward: adjust each weight in the network in proportion to how much it contributes to overall error. If we iteratively reduce each weight's error, eventually we’ll have a series of weights the produce good predictions.
+The goals of backpropagation are straightforward: adjust each weight in the network in proportion to how much it contributes to overall error. If we iteratively reduce each weight's error, eventually we’ll have a series of weights that produce good predictions.
 
 
 Chain rule refresher