Tuesday

Using the Custom training: walkthrough script we developed during today's class, write a 1-1/2 to 2-page report that provides a description of the following.

  • the data used in the model
  • how you created the tf.dataset
  • how you specified your model architecture, including the input shape, the layers and other functions
  • how you trained the model
  • how you optimized the model
  • how you estimated loss including a plot that describes that change per epoch
  • how you evaluated the model with your test dataset
  • how you made some predictions, including three new ones of your own and their results

For tomorrow, read and produce the script on Classify structured data with feature columns in preparation for class.