how to install apache spark on a aws ec2 free tier account cost free

I am testing apache spark on my aws free tier account following this tutorial. However it creates 2 new instances (1x master and 1x slave) which means I wouldn't be able to run my machines for the whole month...

Question: Is there a way I can install apache spark on one single machine?

thanks