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You're reading from  Hands-On Neural Networks with Keras

Product typeBook
Published inMar 2019
Reading LevelIntermediate
PublisherPackt
ISBN-139781789536089
Edition1st Edition
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Niloy Purkait
Niloy Purkait
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Niloy Purkait

Niloy Purkait is a technology and strategy consultant by profession. He currently resides in the Netherlands, where he offers his consulting services to local and international companies alike. He specializes in integrated solutions involving artificial intelligence, and takes pride in navigating his clients through dynamic and disruptive business environments. He has a masters in Strategic Management from Tilburg University, and a full specialization in data science from Michigan University. He has advanced industry grade certifications from IBM, in subjects like signal processing, cloud computing, machine and deep learning. He is also perusing advanced academic degrees in several related fields, and is a self-proclaimed lifelong learner.
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Problems with classical computing

In simplistic terms, quantum mechanics is a field that deals with the study of things that are very small, isolated, and cold. While this may not create an appealing picture at first, consider the problem we are facing currently. Already, the exponential growth of the number of transistors in a chip, as predicted by Moore's law, seems to be slowing down.

Why is this important? These transistors are actually what permits us to compute! From simple data storage to the complex mathematical operations native to neural networks, all data representation in classical computers is by virtue of these semiconductor devices. We use them to amplify and switch electric signals, thereby creating logic gates capable of tracking the presence of charged electrons (1) or absence thereof (0). These switches can be manipulated to create binary digits, or bits...

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Hands-On Neural Networks with Keras
Published in: Mar 2019Publisher: PacktISBN-13: 9781789536089

Author (1)

author image
Niloy Purkait

Niloy Purkait is a technology and strategy consultant by profession. He currently resides in the Netherlands, where he offers his consulting services to local and international companies alike. He specializes in integrated solutions involving artificial intelligence, and takes pride in navigating his clients through dynamic and disruptive business environments. He has a masters in Strategic Management from Tilburg University, and a full specialization in data science from Michigan University. He has advanced industry grade certifications from IBM, in subjects like signal processing, cloud computing, machine and deep learning. He is also perusing advanced academic degrees in several related fields, and is a self-proclaimed lifelong learner.
Read more about Niloy Purkait