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DataScienceSG 2016 : Deep Learning Workshop


I recently lead a 2.5hr 'hardcore' workshop at the DataScience SG MeetUp in Singapore.

The workshop was somewhat similar in structure to my previous PyCon one - except that it had a DataScience flavour. To add to that, I created a new 'application' that showed how Autoencoders could be used to do anomaly detection (with MNIST as the base data).

In addition to that, we went through the CNN-Commerce example, so that people could see how a pretrained CNN could be repurposed to be used on classes that hadn't previously been encountered by the network.