Day 3 - GCP ML

___________ is a a container for holding the objects you create for your end-to-end data pipeline in Dataprep.

• Recipe

• Flow

• Dataset

• Wrangle

Which evaluation metric is considered best for Linear Regression with outliers?

• MAE

• MSE

• RMSE

• MAPE

To predict the continuous value of our label, which of the following algorithms is used?

• Classification

• Regression

• Forecasting

• None

For the formula used to model the relationship i.e. y = mx + b, what does ‘m’ stand for?

• It refers to a bias term which can be used for regression and it captures the amount of change we've observed in our label in response to a small change in our feature.

• It captures the amount of change we've observed in our label in response to a small change in our feature.

• It refers to a loss term which can be used for regression.

• It captures the amount of change we've observed in our label in response to a small change in our label.

Which is the best way to assess the quality of a model?

• Observing how well a model performs against a new dataset that it hasn't seen before.

• Observing how well a model performs against a new dataset that it hasn't seen before and observing how well a model performs against an existing known dataset.

• Observing how well a model performs against an existing known dataset.

• None of the above