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Book Overview & Buying
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Table Of Contents
Data Smart
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Business Week recently published an article about how The Coca-Cola Company uses a large analytics model to determine how to blend raw orange juices to create the perfect not-from-concentrate product.
I was discussing this article with some folks, and one of them blurted something like, “But you could never do that with an artificial intelligence model!”
They were right. You can't. Because Coca-Cola doesn't use an artificial intelligence model. It uses an optimization model. Huh? What's the difference?
An artificial intelligence model predicts the result of a process by analyzing its inputs. That's not what Coca-Cola is doing. Coca-Cola doesn't need to predict the outcome when they combine juice A with juice B. It needs to decide which combination of juice A, B, C, D, and so on to buy and blend together. Coca-Cola is taking some...
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