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Which of the following is a characteristic of Machine Learning?
Suggested Answer: D
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35 comments · newest first
TY
Tyra
10 months ago
Yeah, iterative optimization is key for better results!
KA
Katy
10 months ago
Isn't it just a part of AI, not a superset?
CH
Chery
10 months ago
I thought it needed a lot of data to work well, though.
RE
Reiko
10 months ago
Wait, so it doesn't require explicit programming? That sounds off.
VI
Viola
11 months ago
Machine Learning definitely improves accuracy over time!
TH
Thaddeus
11 months ago
Option C seems off to me; I thought machine learning typically uses larger datasets to make accurate predictions, not small amounts.
TI
Tijuana
11 months ago
I recall a practice question that mentioned ML as a subset of AI, so option B could be relevant too, but I’m not completely confident.
PE
Pete
11 months ago
I'm not entirely sure, but I feel like option A might be misleading since ML doesn't always require explicit programming.
CA
Carin
11 months ago
I think option D sounds right because I remember learning that machine learning models improve over time with more data.
GL
Glenn
12 months ago
I'm a bit stuck on this one. I know machine learning is related to AI, but I'm not sure how to distinguish the characteristics. I'll have to review my notes to be sure.
AL
Alfred
12 months ago
I remember learning about machine learning in class. I believe the correct answer is D - machine learning models gradually improve their accuracy through iterative optimization.
SH
Shenika
12 months ago
Okay, let me break this down. I know machine learning involves learning from data without explicit programming, so that rules out option A. I think the key is to identify the characteristic that best describes machine learning.
JE
Jeannetta
1 year ago
Hmm, I'm a little unsure about the differences between machine learning and AI. I'll need to think this through carefully.
JA
Jame
1 year ago
This question seems straightforward, I'm pretty confident I know the answer.
LA
Laurel
1 year ago
I'm just glad they didn't ask about the difference between Machine Learning and Deep Learning. That would really make my head spin!
CR
Crista
1 year ago
C) Uses small amounts of historical data to generate accurate inferences or prediction
SA
Samuel
1 year ago
D) Gradually improves accuracy through iterative optimization
TA
Tamra
1 year ago
A) Requires explicit programming to learn
CO
Coral
1 year ago
Ha! Small amounts of data to make accurate predictions? That's a good one. Option D is the way to go, no doubt.
RO
Rosenda
1 year ago
I agree, Machine Learning gets better through iterative optimization. Option D all the way!
GE
Geraldo
1 year ago
Option D is definitely the best choice. Machine Learning improves accuracy over time.
LU
Luisa
2 years ago
I'm not sure, but I think the answer might be B. Machine Learning is a superset of Al.
SH
Shawana
2 years ago
Hmm, I'm torn between B and D. Machine Learning is a type of AI, but it also gets better over time. I'll have to think about this one a bit more.
AN
Anglea
2 years ago
Definitely not option A - Machine Learning is all about letting the algorithms do the learning, not explicit programming. Option D sounds right to me.
LI
Lino
2 years ago
I disagree, I believe the answer is C. Machine Learning can generate accurate predictions with small amounts of data.
GR
Gregoria
2 years ago
I'm pretty sure Machine Learning involves learning from data without being explicitly programmed. So I'd go with option D.
SH
Sheridan
1 year ago
Great, so we all agree that option D is the characteristic of Machine Learning.
LA
Lashawnda
1 year ago
Option D is correct, Machine Learning gradually improves accuracy through iterative optimization.
JO
Jovita
1 year ago
I agree, that's why I would choose option D.
LO
Lorenza
1 year ago
I think Machine Learning involves learning from data without being explicitly programmed.
KA
Kate
1 year ago
Actually, Machine Learning gradually improves accuracy through iterative optimization, so option D is correct.
WI
Wilda
1 year ago
I'm not sure, but I think it's option C.
LU
Lucina
1 year ago
I agree, that's why I would choose option D.
MA
Maurine
1 year ago
I think Machine Learning involves learning from data without being explicitly programmed.
TI
Tijuana
2 years ago
I think the answer is D, because Machine Learning improves accuracy over time.