diff --git a/README.md b/README.md
index 1b414094a297dc44d8acd28ea01b2c13da488f1b..841cc6bc8f47e1dc8a78d1476b53d6b1098f7c17 100644
--- a/README.md
+++ b/README.md
@@ -90,7 +90,7 @@ _What happens when a wrong port is chosen_ <br />
 ![](screenshots/localhostaddress.png)<br />
 
 9. Test for keras <br />
-Create a new notebook or use the ClassificationExample.ipynb file 
+- Create a new notebook or use the ClassificationExample.ipynb file 
 - Run the following tests <br />
 ![](screenshots/firstBatch.PNG) <br /><br />
 <!-- ![](screenshots/secondBatch.PNG)<br /><br /> -->
@@ -107,7 +107,7 @@ If you see an error, shutdown the network server and try again <br />
 If you see nvidia-smi memory allocation at 0/- you have suceeded in reseting the GPU <br />
 ![](screenshots/nvidiasmireg.PNG)<br />
 
-Please refer to [Keras Documentation](https://keras.io/) for instructions and information
+Please refer to [Keras Documentation](https://keras.io/) for instructions and information on using Keras
 
 I used the notebook for the following:
 - Training a CNN on the notebook for reference