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  3. Advanced Deep Learning with Keras

Exercise

Fit a model with two outputs

Now that you've defined your 2-output model, fit it to the tournament data. I've split the data into games_tourney_train and games_tourney_test, so use the training set to fit for now.

This model will use the pre-tournament seeds, as well as your pre-tournament predictions from the regular season model you built previously in this course.

As a reminder, this model will predict the scores of both teams.

Instructions

100 XP
  • Fit the model to the games_tourney_train dataset using 100 epochs and a batch size of 16384.
  • The input columns are 'seed_diff', and 'pred'.
  • The target columns are 'score_1' and 'score_2'.