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Amazon MLS-C01 Exam - Topic 10 Question 19 Discussion

An interactive online dictionary wants to add a widget that displays words used in similar contexts. A Machine Learning Specialist is asked to provide word features for the downstream nearest neighbor model powering the widget.What should the Specialist do to meet these requirements?
D) Download word embedding's pre-trained on a large corpus.
A) Create one-hot word encoding vectors.
B) Produce a set of synonyms for every word using Amazon Mechanical Turk.
C) Create word embedding factors that store edit distance with every other word.

Amazon MLS-C01 Exam - Topic 10 Question 19 Discussion

Actual exam question for Amazon's MLS-C01 exam
Question #: 19
Topic #: 10
[All MLS-C01 Questions]

An interactive online dictionary wants to add a widget that displays words used in similar contexts. A Machine Learning Specialist is asked to provide word features for the downstream nearest neighbor model powering the widget.

What should the Specialist do to meet these requirements?

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Suggested Answer: D

https://aws.amazon.com/blogs/machine-learning/amazon-sagemaker-object2vec-adds-new-features-that-support-automatic-negative-sampling-and-speed-up-training/

by France at May 03, 2022, 12:45 PM

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Verda
8 months ago
Definitely agree with D, it saves time and effort!
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Gaston
8 months ago
Wait, can pre-trained embeddings really capture context well?
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Lacresha
8 months ago
Synonyms from Mechanical Turk? Seems inefficient.
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Alishia
8 months ago
One-hot encoding is too simplistic for this.
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Silvana
9 months ago
I think option D is the best choice!
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Lindsey
9 months ago
Wait, I'm a bit confused. I'll need to review the information again to make sure I understand.
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Elza
9 months ago
Hmm, I'm a bit unsure about this one. I know the importance of independent testing, but I'm not sure which argument would be considered the "most effective." I'll have to think this through carefully.
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Jenelle
9 months ago
Okay, let's see. We have the original price, quantity, and the new price and quantity. I just need to plug those into the formula and solve for the price elasticity.
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Zachary
9 months ago
Hmm, this is tricky. I think the key is understanding how Teams and SharePoint Online work together. The question is asking to ensure content in a SharePoint site is available in Teams, and that new channels create folders in the site. The PowerShell cmdlet doesn't seem directly related to that.
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