diff --git a/docs/source/getting_started/starting.md b/docs/source/getting_started/starting.md
index 9b3ce47..6fd286f 100644
--- a/docs/source/getting_started/starting.md
+++ b/docs/source/getting_started/starting.md
@@ -169,6 +169,7 @@ pip3 install -r requirements.txt
        namespace/codeflare created
        $
       ```
+
    b) Bring up Ray cluster  
 
     ```
@@ -261,7 +262,7 @@ pip3 install -r requirements.txt
    b) Run example test
     
     ```
-    ray submit python/ray/autoscaler/kubernetes/example-full.yaml x.py 
+    ray submit ray/python/ray/autoscaler/kubernetes/example-full.yaml x.py 
     Loaded cached provider configuration
     If you experience issues with the cloud provider, try re-running the command with --no-config-cache.
     2021-02-09 08:50:51,028	INFO command_runner.py:171 -- NodeUpdater: ray-head-ql46b: Running kubectl -n ray exec -it ray-head-ql46b -- bash --login -c -i 'true && source ~/.bashrc && export OMP_NUM_THREADS=1 PYTHONWARNINGS=ignore && (python ~/x.py)'
@@ -275,4 +276,4 @@ Jupyter setup demo [Reference repository](https://github.com/erikerlandson/ray-o
 
 ### Running examples
 
-Once in a Jupyer envrionment, refer to [notebooks](../../notebooks) for example pipeline. Documentation for reference use cases can be found in [Examples](https://codeflare.readthedocs.io/en/latest/).
\ No newline at end of file
+Once in a Jupyer envrionment, refer to [notebooks](../../notebooks) for example pipeline. Documentation for reference use cases can be found in [Examples](https://codeflare.readthedocs.io/en/latest/).