دانلود کتاب THE DEFINITIVE GUIDE TO Machine Learning Platforms

In spite of all the hype, the reality is that you won’t need to do anything different for your
company to benefit from AI. You won’t need to hire data scientists, you won’t need to collect
any training data, and you won’t need to build any machine learning or deep learning models.
It is already the case, and it will be increasingly true in the future, that AI technologies will
power many of the products and services that your enterprise uses. Your enterprise will be a
passive beneficiary of AI.
These passive benefits, however, are a rising tide that floats every boat. They are undifferentiated—
your enterprise gets only what is available to everyone else in the marketplace—and, as a
result, they are also undifferentiating. In other words, they won’t help your enterprise gain a
competitive advantage among its peers. So, the question becomes: what will help your
enterprise gain a competitive advantage?
Competing on Models
Achieving competitive advantage with AI requires a much more active approach. It is done
by applying your enterprise’s proprietary data to solve your enterprise’s proprietary business
problems through the creation of proprietary models. (When we refer to “Enterprise AI” in
this ebook, we’re referring to this idea.) The benefits of such an approach can be significant.