Exam AWS Certified Data Analytics - Specialty topic 1 question 130 discussion

You can now use AWS Glue to find matching records across a dataset (including ones without identifiers) by using the new FindMatches ML Transform, a custom machine learning transformation that helps you identify matching records. By adding the FindMatches transformation to your Glue ETL jobs, you can find related products, places, suppliers, customers, and more. You can also use the FindMatches transformation for deduplication, such as to identify customers who have signed up more than once, products that have accidentally been added to your product catalog more than once, and so forth. You can teach the FindMatches ML Transform your definition of a “duplicate” through examples, and it will use machine learning to identify other potential duplicates in your dataset.

I also agree with A. But I have a doubt about whether it can "generate" a unique identifier.

A: I passed the test

Correct answer is A as Glue can be used to perform matching across data stores using the FinMatches API. https://docs.aws.amazon.com/glue/latest/dg/machine-learning.html Option B is wrong as Amazon Kendra is an intelligent search service powered by machine learning (ML). Kendra reimagines enterprise search for your websites and applications so your employees and customers can easily find the content they’re looking for, even when it’s scattered across multiple locations and content repositories within your organization. Option C is wrong as Amazon SageMaker Ground Truth is a data labeling service that makes it easy to label data and gives you the option to use human annotators through Amazon Mechanical Turk. Option D is wrong as ResolveChoice helps resolve a choice type within a DynamicFrame. It is ideal for format changes.

A is the answer

A is the answer

A is the answer

Answer should be A as FindMatches completely addresses the use case in question

OPTION A: FindMatches ML: identify duplicate or matching records in your dataset, even when the records do not have a common unique identifier and no fields match exactly.

Option A - https://aws.amazon.com/about-aws/whats-new/2019/08/aws-glue-provides-findmatches-ml-transform-to-deduplicate/

Answer: B https://aws.amazon.com/kendra/