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Deep Learning - a gentle dive by Dries Cronje

Pycon ZA
October 06, 2017

Deep Learning - a gentle dive by Dries Cronje

Deep Learning has the ability to disrupt and to disrupt fast. There are tools and algorithms mature enough to add value in almost any industry and you do not need a Math Ph.D to learn Deep Learning.

In this talk, I will briefly paint a picture of the exciting world of Deep Learning and then explain Deep Learning concepts using Convolutional Neural Networks as a base.

Pycon ZA

October 06, 2017
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  1. “deep learning so far has been the ability to map

    space X to space Y using a continuous geometric transform, given large amounts of human-annotated data. Doing this well is a game-changer for essentially every industry, but it is still a very long way from human-level AI.” François Chollet
  2. ImageNet competition 2012 AlexNet 2013 ZFNet 2014 VGG Net 2014

    GoogLeNet 2015 Microsoft ResNet And this is how Deep Learning became a big thing