Deal of The Day! Hurry Up, Grab the Special Discount - Save 25% - Ends In 00:00:00 Coupon code: SAVE25
Welcome to Pass4Success

- Free Preparation Discussions
Mail Us support@pass4success.com
Location US
Mob_nav_barsMENU

Databricks Machine Learning Professional Exam - Topic 1 Question 4 Discussion

A machine learning engineer needs to deliver predictions of a machine learning model in real-time. However, the feature values needed for computing the predictions are available one week before the query time.Which of the following is a benefit of using a batch serving deployment in this scenario rather than a real-time serving deployment where predictions are computed at query time?
A) Batch serving has built-in capabilities in Databricks Machine Learning
B) There is no advantage to using batch serving deployments over real-time serving deployments
C) Computing predictions in real-time provides more up-to-date results
D) Testing is not possible in real-time serving deployments
E) Querying stored predictions can be faster than computing predictions in real-time

Databricks Machine Learning Professional Exam - Topic 1 Question 4 Discussion

Actual exam question for Databricks's Databricks Machine Learning Professional exam
Question #: 4
Topic #: 1
[All Databricks Machine Learning Professional Questions]

A machine learning engineer needs to deliver predictions of a machine learning model in real-time. However, the feature values needed for computing the predictions are available one week before the query time.

Which of the following is a benefit of using a batch serving deployment in this scenario rather than a real-time serving deployment where predictions are computed at query time?

Show Suggested Answer Hide Answer
Suggested Answer: A

by Nan at Dec 12, 2023, 03:41 AM

Limited Time Offer

25%

Off

Get Premium Databricks Machine Learning Professional Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

0/2000 characters
Submit Cancel
Merlyn
9 months ago
I agree, testing can be tricky in real-time setups.
upvoted 0 times
...
Genevive
9 months ago
Querying stored predictions is definitely faster!
upvoted 0 times
...
Willow
9 months ago
Wait, isn't real-time serving more flexible?
upvoted 0 times
...
Aileen
10 months ago
I think real-time is always better for accuracy.
upvoted 0 times
...
Lazaro
10 months ago
Batch serving can handle large datasets efficiently!
upvoted 0 times
...
Talia
10 months ago
I feel like there was something about testing being easier with batch deployments, but I'm not completely confident in that.
upvoted 0 times
...
Mozell
10 months ago
I think we had a practice question about the advantages of batch vs. real-time, but I can't recall the specifics.
upvoted 0 times
...
Margurite
10 months ago
I'm not entirely sure, but I feel like querying stored predictions could be faster than computing them on the fly.
upvoted 0 times
...
Marcos
11 months ago
I remember discussing batch serving in class, and I think it can be more efficient when you have data ready in advance.
upvoted 0 times
...
Gilma
11 months ago
Interesting. I wonder if there are any other benefits to batch serving that I'm missing. I'll make sure to review all the options thoroughly.
upvoted 0 times
...
Monroe
11 months ago
I've got this! Batch serving can be faster since the predictions are pre-computed. That could be a big advantage in this scenario.
upvoted 0 times
...
Corazon
11 months ago
Wait, I'm a bit confused. Isn't real-time serving supposed to be more up-to-date? I'll need to re-read the question carefully.
upvoted 0 times
...
Julie
11 months ago
Okay, let's see. If the feature values are available a week in advance, then batch serving could be faster than real-time. I'll make sure to consider that.
upvoted 0 times
...
Misty
11 months ago
Hmm, this seems like a tricky one. I'll need to think through the trade-offs between batch and real-time serving.
upvoted 0 times
...
Adelaide
11 months ago
Hmm, I'm not totally sure about this one. I'll need to double-check the message options to make sure I'm doing it correctly.
upvoted 0 times
...
Shaniqua
11 months ago
Okay, let's see. The key is to identify the option that does not align with the information provided in the question. I'll need to weigh each answer carefully.
upvoted 0 times
...

Save Cancel