Free Preparation Discussions
MENU
Databricks Exam Databricks-Machine-Learning-Associate Topic 3 Question 25 Discussion
Topic #: 3
A data scientist has produced three new models for a single machine learning problem. In the past, the solution used just one model. All four models have nearly the same prediction latency, but a machine learning engineer suggests that the new solution will be less time efficient during inference.
In which situation will the machine learning engineer be correct?
If the new solution requires that each of the three models computes a prediction for every record, the time efficiency during inference will be reduced. This is because the inference process now involves running multiple models instead of a single model, thereby increasing the overall computation time for each record.
In scenarios where inference must be done by multiple models for each record, the latency accumulates, making the process less time efficient compared to using a single model.
Virgina
2 months agoFlorencia
2 months agoTitus
20 days agoSantos
22 days agoGregg
23 days agoWalker
27 days agoRonny
2 months agoHollis
29 days agoAlyssa
1 months agoGerman
2 months agoTracey
2 months agoAliza
1 months agoLouisa
2 months agoJunita
2 months agoSage
1 months agoMy
2 months agoDaron
2 months agoLouvenia
2 months agoFloyd
2 months agoStefany
2 months ago