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Artificial Intelligence

Ramanan Balakrishnan in Engineering@Semantics3

Feb 27, 2017

Measure twice, cut once — Questions before starting with machine learning

With many articles promoting machine learning as the magic bullet to solve tough problems, the pressure has never been higher for data scientists and software developers to deliver impressive AI systems…

Ramanan Balakrishnan in Engineering@Semantics3

Nov 12, 2016

Moving machine learning from practice to production

With growing interest in neural networks and deep learning, individuals and
companies are claiming ever-increasing adoption rates of artificial intelligence into their daily workflows and product offerings.

Govind Chandrasekhar in Engineering@Semantics3

Oct 8, 2016

Debugging Neural Networks: A Checklist

You’ve framed your problem, prepared your datasets, designed your models and revved up your GPUs. With bated breath, you start training your neural network, hoping to return in a few days to great results.

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