diff --git a/README.md b/README.md
index 39ba2fd..b5fefd4 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,10 @@ to start :
 
 * clone the code: ```git clone git@github.com:Rouen-NLP/nlp-text-classification-mygithub.git```
 * create a virtual environment: ```virtualenv -p python3 nlp-env```
-* activate the virtual env: ```source nlp-env/bin/actiate```
+* activate the virtual env: ```source nlp-env/bin/activate```
 * install the required packages:  ```pip install -r requirements.txt```
+* register the virtualenv with jupyter: ``` python -m ipykernel install --name=nlp-env ```
+* run jupyter: ```jupyter notenook```
+* run the notebook and change the kernel to nlp-env
+* start coding