More quick fixes

docs/source/beginner-tutorial.rst

@@ -16478,12 +16478,12 @@ There is a free and open-source **Community** version.
 Setup
 ^^^^^
 
-1. When creating a new project in PyCharm, right under you specify the Location,
+1. When creating a new project in PyCharm, right under where you specify the Location,
    click on **Project Interpreter** to display a drop down menu
 
 2. Select **Existing interpreter**, click the gear box right next to it and 
    select 'add local'. Depending on your installation, select either 
-   "*Virtual Environemnt*" or "*Conda Environment" and click the '...' button to
+   "*Virtual Environment*" or "*Conda Environment" and click the '...' button to
    navigate to your catalyst env and select the Python binary file: 
    ``bin/python`` for Linux/MacOS installations or 'python.exe' for Windows 
    installs (for example: 'C:\\Users\\user\\Anaconda2\\envs\\catalyst\\python.exe'). 
@@ -16509,7 +16509,7 @@ Next steps
 ~~~~~~~~~~
 
 We hope that this tutorial gave you a little insight into the
-architecture, API, and features of Catalyst. For next steps, check
+architecture, API, and features of Catalyst. For your next step, check
 out some of the other :doc:`example algorithms<example-algos>`.
 
 Feel free to ask questions on the ``#catalyst_dev`` channel of our