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First derivative of labor: productivity (driven by ML, in the software era). Second derivative: speed at which ML gets deployed to every applicable problem. Third derivative: progress in ML usability and accessibility (accelerates deployment of ML). Compounding effects.
There's still plenty of low-hanging fruit in this regard. We can still still get 10x improvement in usability and accessibility.
Keras has helped a lot on this front! I use it and sklearn almost exclusively for my research.
Honestly, the industry has handicapped itself & interestingly enough it has not the ability to comprehend this hard reality. Today I watch the signs of struggle of an industry in denial of its addiction of abusing end users. It is no surprise, the resistance, as this is natural
just bought your book ..looking forward for it!
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