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Learn to Learn to Learn (Thailand)

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I was recently flown to Thailand by Google to give a 50 minute talk at the Thai Google Developer Group's 2018 AI Day.

The talk I gave was an updated version of the FOSSASIA workshop I gave previously, but without enough time for people to follow along with their own Virtual Machines. Also, because the audience mix was a little different, I chose to spend approximately equal time on four sections :

  • Machine Learning in TensorFlow Playground
  • Using Keras model zoo for the pre-trained NASNet model, and doing transfer learning there
  • Going through the Reptile meta-learning algorithm (implemented in PyTorch)
  • Showing how TensorFlow Eager mode can accomplish the same, line-by-line

As usual, all the source for the deeplearning-workshop notebooks is available on GitHub - if you have questions on the software, please leave an 'issue' there.

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If there are any questions about the presentation please ask below, or contact me using the details given on the slides themselves.

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