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The I in AI: A Reflection of our Collective Conscience

There’s a real danger of systematizing the discrimination we have in society [through AI technologies]. What I think we need to do – as we’re…

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Posted on July 6, 2020July 6, 2020by: Alex Antic
  • Artificial Neural Networks
  • Data Science
  • Deep Learning
  • Machine Learning

Deep Learning, Shallow Beauty?

I had an interesting discussion today with a few PhD students from my group. I was reminiscing about how the world of analytics looked before…

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Posted on August 9, 2019May 19, 2020by: Alex Antic
  • Deep Learning
  • Learning
  • Machine Learning
  • Mathematics

Matrix Calculus: The Mathematics of ‘Learning’

Over the years, I’ve worked with talented Data Scientist’s who’s backgrounds weren’t in typical quantitative disciplines, such as mathematics or statistics. I’ve had the privilege of…

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Posted on February 9, 2018May 19, 2020by: Alex Antic
  • Artificial Neural Networks
  • Career
  • Data Science
  • Deep Learning

Deep Learning? Take a Deep Breath!

Are you planning to jump on the shiny Deep Learning bandwagon? Have you taken a sip of the tasty Deep Learning Kool-Aid? There have been…

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Posted on January 29, 2018May 19, 2020by: Alex Antic
  • Artificial Neural Networks
  • Deep Learning

Deep Learning – Deeply Limited?

From a mathematical perspective, Deep Learning can effectively be defined as: The application of a set of complex geometric transformations to map the input space…

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Posted on January 28, 2018May 19, 2020by: Alex Antic
  • Artificial Neural Networks
  • Deep Learning

How to Implement an Artificial Neural Network: An Intuitive Sojourn

The premise of this article is to discuss the intuition behind training an ANN. There will be no maths and no code, just discussion of some of…

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Posted on January 25, 2018May 19, 2020by: Alex Antic

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