diff --git a/README.md b/README.md
index d53f11c..191cf2c 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ Google, Inc, August 2017. Profit of $19.37.
 
 To train the model, download a training and test csv files from [Yahoo! Finance](https://ca.finance.yahoo.com/quote/%5EGSPC/history?p=%5EGSPC) into `data/`
 ```
-mkdir model
+mkdir models
 python train ^GSPC 10 1000
 ```
 
@@ -35,4 +35,4 @@ python evaluate.py ^GSPC_2011 model_ep1000
 
 ## References
 
-[Deep Q-Learning with Keras and Gym](https://keon.io/deep-q-learning/) - Q-learning overview and Agent skeleton code
\ No newline at end of file
+[Deep Q-Learning with Keras and Gym](https://keon.io/deep-q-learning/) - Q-learning overview and Agent skeleton code