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NLP - ANSWERS-natural language processing
Difference between unsupervised and supervised learning - ANSWERS-unsupervised:
you have an X but no Y
supervised: you have an X and a Y
why is a linear regression a good starting point in a modeling task? - ANSWERS-they
are interpretable
why are pipelines useful? - ANSWERS-help organize the code you used to clean and
treat your data, make it easy to change small things in your model, make it easy to
repeat/replicate steps and run multiple models
basic idea of regression - ANSWERS-we have some X values called features and some
Y value, the variable we are trying to predict
Y is our target vector, and y-hat is an output in our model that is a _____ - ANSWERS-
estimate or prediction of y
the first variable in a decision tree (before any of the branches) - ANSWERS-root