Tag: black box

🏆Deep Learning:  3 Limits we face trying to replicate the human brain

Deep Learning is a subfield of machine learning comprised of algorithms inspired by the structure and function of the brain. “Deep Learning” is a particularly interesting area of machine learning, because it gets us closer to realizing the true power of AI; however, it has some inherent limitations.  There is a lot of debate around…
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January 23, 2019 0

Why deep learning may be not a good idea?

We may know the power of deep learning in AI/data science world. In this post, I would love to share some experience in working with deep learning (which has unfortunately not been applied in production due to the drawbacks): 1. Deep learning is computationally expensive: I once was asked to model a time-series regression with…
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January 23, 2019 0