Machine Learning, Dask, Python, Data Science, Linear Models.
>>> return element >>> def prep_model_data(element): ❷ >>> return {'target': 1 if element['review/sentiment'] == 'positive' else 0, 'features': element['review/token_vector']} >>> model_data = review_text_clean.map(vectorize_tokens).map(prep_model_data) ❸ >>> model_data.take(5) ''' Produces the