4. Ethics of AI Data Storage

Activity 4.01: Finding More Latent Prejudices

Solution

1. Create the Activity04.01 directory in the Chapter04 directory to store the files for this activity.
2. Open your Terminal (macOS or Linux) or Command Prompt (Windows), navigate to the Chapter04 directory, and type jupyter notebook.
3. In the Jupyter Notebook, click the Activity04.01 directory and create a new notebook file with the Python3 kernel.
4. Create a list of at least 16 words that you think might have a positive or negative prejudice:

   words = """sporty
   nerdy
   employed
   unemployed
   clever
   stupid
   latino
   asian
   caucasian
   disabled
   pregnant
   introvert
   extrovert
   politician
   florist
   CEO"""

   In the previous code, we added 16 words to our list.

5. Define the same classification model that we used in previous exercises:

   import spacy
   nlp = spacy.load('en_core_web_lg')
   def polarity_good_vs_bad(word):
       """Returns a...