How I Optimize Memory Usage in Pandas

This is not a blog post about code optimizations, data structures, etc. to reduce memory usage. Although that would be pretty useful too, this isn't that. This is something more fundamental than that– How to Optimize Memory Usage in Pandas! So let's see how...