Mathematica Comparing Gamma & Factorial Functions in Mathematica

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Why does Mathematica sometimes give Gamma, the funtion and sometimes !, the factorial? What is the differences?
 
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Usually factorial is used for integer arguments and Gamma is for non-integers.
 
The gamma function gives the factorial function for positive real integer values.
 

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