I'm gonna talk about math for a sec, cuz I'm working late and being nerdy.
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Most modern improvement has been continuous, incremental improvement on these traditional methods. But new math is needed.
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The explosion in data science hasn't been due to technical reasons so much as it has been due to cost and availability.
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We finally have the ability to gather, transmit, and store data at reasonable costs. The algorithms? Most are older than their practitioners
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Most machine learning algorithms are unexplainable, but controlling them is easy: we can simply turn them off.
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Oh, tons and tons of them.
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