Coding Tips for Speeding up Python

Technical in CWorld: This came up in a recent effort.  Python is an interpreted language, thus slower than codes like C or Java. But there are ways to improve the comparison.  Though today we have much faster machines,  we are often working with much larger and complex data sets.