#AI · RapidMiner Keras Deep Learning · 2017-10-16 · Thomas Ott

~1 min read

This is a great introduction to Deep Learning. I know I learned a few things from Phillip.

Some key concepts

  • RapidMiner now can do GPU deep learning. Supports NVIDIA.
  • Easy: Using already loaded Neural Net operators.
  • Harder: Using H20.ai Deep Learning operator.
  • Hardest: Using Keras with RapidMiner.
  • Keras requires more complex setup with RapidMiner.
  • CNN, RNN, LSTM, etc are now available via RapidMiner GUI.
  • Keras supports Tensorflow, CNTK, and Theano.
  • Need Python v3.5 (see installation guide here).
  • 'Deep' discussion on Recurrent and Covolutional.

Misc

Here's a nice graphic from KD Nuggets on some basic activation functions. These activiation functions are what switch a neuron on or off in a neural net model.