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How do I learn how to code data mining algorithms on my own?

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rashidacse:
Andrew Ng's machine learning class on Coursera involve programming assignments that guide you through implementations of a handful (e.g. linear / logistic regression) in Matlab - https://www.coursera.org/course/ml.

Note: When you're using these algorithms in practice, you'll probably be using library functions. Considering that, I would value a deep understanding of how they work over learning how to implement your own.

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