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Re:Ask HN: Non-technical people, how did you learn to code? by carucez on Saturday September 17, 2011 @03:38PM (#3008763)
I implemented a lot of statistics functions to learn how to program in a language. Some of the things I've learned on include:

  * moving averages
  * linear regression
  * matrix operations
  * matrix lu factorization
  * polynomial interpolation.
  * multiple linear regression
  * cubic spline interpolation
  * variance, covariance, correlation
  * gamma function
  * t-test, t-value calculations
One limitation of the above is that it doesn't explore all of a language's features. The above are mostly interested in array processing. There aren't any classes or generic types or what-have-you.

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