When a data scientist is writing advanced predictive analytics or machine learning (ML) algorithms, why is it important to visualize the outputs?(1 point)

Question

Responses

to offer alternative views, enhancing trust
to offer alternative views, enhancing trust

to make the meeting more interesting
to make the meeting more interesting

to monitor results and make sure that models are performing as planned
to monitor results and make sure that models are performing as planned

to replace complex interpretations of numerical outputs

Answer 1

The most appropriate response is:

to monitor results and make sure that models are performing as planned

Visualizing the outputs of predictive analytics and machine learning algorithms allows data scientists to effectively track performance, identify any anomalies, and ensure that the model behaves as expected over time.