diff --git a/README.md b/README.md
index 005e7ae..6f5a6a5 100644
--- a/README.md
+++ b/README.md
@@ -1,15 +1,15 @@
 # SimpleNeuralNetwork
 This is a C++ implement of simple neural network. It's based on video [Neural Net in C++ Tutorial](https://vimeo.com/19569529) by David Miller.
 # Test in Ubuntu
-1 Gernerate training data to slove XOR problem
+1 Generate training data to solve XOR problem
 ```
     g++ ./makeTrainingSamples.cpp -o makeTrainingSamples
     ./makeTrainingSamples > out.txt
 ```
-2 Test neural netwrok
+2 Test neural network
 ```
     g++ ./neural-net.cpp -o neural-net
     ./neural-net
 ```
-And you will get the result!
+And you will get results!