Just select the python kernel and it should format the code as python
I ran into an issue where I created a .ipynb file in vscode, but when I add new code cells, they show up as 'plain text' "code" cells instead of python. I was googling for 5 minutes before I just did that and I was good to go.
I think this might be what Denis was referring to by 'starting' the notebook.