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  3. Advanced Deep Learning with Keras

Exercise

Define team model

The team strength lookup has three components: an input, an embedding layer, and a flatten layer that creates the output.

If you wrap these three layers in a model with an input and output, you can re-use that stack of three layers at multiple places.

Note again that the weights for all three layers will be shared everywhere we use them.

Instructions

100 XP
  • Create a 1D input layer for the team ID (which will be an integer). Be sure to set the correct input shape!
  • Pass this input to the team strength lookup layer you created previously.
  • Flatten the output of the team strength lookup.
  • Create a model that uses the 1D input as input and flattened team strength as output.