Hi Ben - You are doing great.  Jermey doesn’t do that in his videos because he might be first activates the environment (I believe) and then runs the Jupyter Notebook or he doesn’t have any other environment configured.  When this course was built PyTorch 0.3 was the latest version.
Yeah, Change the Kernel to “FastAI custom” as you see it and it should hopefully resolve the issue.