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Create Advanced algorithm developer sub section #151

@stevielkim

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@stevielkim

Flexible on how we make this but @zeryx and I thought it would be cool to have it in a FAQ format under algorithm developer section.

It would include sections from besirs post: https://blog.algorithmia.com/advanced-algorithm-design/ and optimizing algos and anything else that we think is needed in there as an FAQ style guide.

Should be generic for all algorithms/models

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