I have one uber-tip for all ML and AI folks out there: do more math. Specifically geometry, topology, and of course linear algebra.
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@fchollet Conversely: it will become increasingly common to see sophisticated ML systems built by teams without specialized math expertise.
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@fchollet ML frontier will always be math driven. But as field matures, frontier shrinks proportionally. ML could now be at "peak math". -
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