message: Removes non-existent link
diff: @@ -211,8 +211,8 @@ def get_input_fn_from_numpy(data_set, num_epochs=None, shuffle=True):
  ### A Neural Network Model for Boston House Values
  In the remainder of this tutorial, you'll write an input function for
  -preprocessing a subset of Boston housing data pulled from the [UCI Housing Data
  -Set](https://archive.ics.uci.edu/ml/datasets/Housing) and use it to feed data to
  +preprocessing a subset of Boston housing data pulled from the UCI Housing Data
  +Set and use it to feed data to
  a neural network regressor for predicting median house values.
  The [Boston CSV data sets](#setup) you'll use to train your neural network
  