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Google Generative AI Leader Exam - Topic 1 Question 3 Discussion

A company has a machine learning project that involves diverse data types like streaming data and structured databases. How does Google Cloud support data gathering for this project?
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
B) The Gemini app is the primary Google Cloud tool for directly collecting data.
C) Google Cloud's strengths are in the data analysis tools such as BigQuery.
D) Google Cloud relies on Vertex AI to connect to external data.

Google Generative AI Leader Exam - Topic 1 Question 3 Discussion

Actual exam question for Google's Generative AI Leader exam
Question #: 3
Topic #: 1
[All Generative AI Leader Questions]

A company has a machine learning project that involves diverse data types like streaming data and structured databases. How does Google Cloud support data gathering for this project?

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Suggested Answer: A

by Delpha at Jun 12, 2025, 06:31 PM

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Letha
9 months ago
Vertex AI? I thought it was more for model training, not data collection.
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Alida
9 months ago
Totally agree, those tools are super useful!
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Paris
9 months ago
BigQuery is awesome for analysis, but not for gathering.
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Irene
9 months ago
Wait, is the Gemini app really the main tool? Sounds off.
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Margurite
9 months ago
Google Cloud has Pub/Sub and Cloud Storage for data gathering.
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Lucina
10 months ago
I know Vertex AI is important for machine learning, but I'm uncertain how it fits into the data gathering process.
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Linette
10 months ago
I feel like the Gemini app was mentioned in a different context, maybe for analytics rather than direct data collection.
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Rikki
10 months ago
I think Cloud Storage is definitely part of the solution, but I can't recall if Cloud SQL was mentioned specifically for this type of project.
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Floyd
10 months ago
I remember we discussed Pub/Sub for streaming data, but I'm not sure if it's the only tool we need for structured databases.
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Gail
11 months ago
I'm pretty confident that A is the correct answer. Google Cloud's data ingestion services like Pub/Sub and Cloud Storage are well-suited for handling the diverse data requirements described in the question.
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Georgene
11 months ago
Option D sounds interesting, but I'm not familiar with Vertex AI. I'll need to research that a bit more to see if it's the right solution for this type of project.
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Daryl
11 months ago
Hmm, I'm a bit confused. I know Google Cloud has strong data analysis capabilities, but I'm not sure if that's the best answer here. I'll need to think through the data gathering aspect more carefully.
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Magnolia
11 months ago
I think the answer is A. Google Cloud provides a range of tools like Pub/Sub, Cloud Storage, and Cloud SQL that can handle diverse data types, including streaming data and structured databases.
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Walker
1 year ago
Honestly, who comes up with these answer options? Gemini app? Sounds like something out of a sci-fi movie, not a real Google Cloud product.
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Breana
1 year ago
Honestly, who comes up with these answer options? Gemini app? Sounds like something out of a sci-fi movie, not a real Google Cloud product.
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Maddie
1 year ago
C) Google Cloud's strengths are in the data analysis tools such as BigQuery.
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Berry
1 year ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Francine
1 year ago
B) The Gemini app? I've never heard of that. Google Cloud is all about the well-known and widely-used tools, not some obscure app.
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Kimi
1 year ago
B) The Gemini app is the primary Google Cloud tool for directly collecting data.
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Tanesha
1 year ago
C) Google Cloud's strengths are in the data analysis tools such as BigQuery.
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Tricia
1 year ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Annette
1 year ago
I believe Google Cloud's strengths lie in data analysis tools like BigQuery, which can be useful for this project.
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Brice
1 year ago
A) Definitely. Pub/Sub for streaming data, Cloud Storage for unstructured data, and Cloud SQL for structured databases - that's a comprehensive solution.
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Krissy
1 year ago
D) Google Cloud relies on Vertex AI to connect to external data. Vertex AI seems like the best choice for integrating various data sources.
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Lacresha
1 year ago
D) Google Cloud relies on Vertex AI to connect to external data. Vertex AI seems like the best choice for integrating various data sources.
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Irma
1 year ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Fabiola
1 year ago
I agree with Stephane. Using tools like Cloud SQL can help with managing structured databases.
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Barrett
1 year ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL. This covers the diverse data types mentioned in the question.
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Bambi
1 year ago
C) Google Cloud's strengths are in the data analysis tools such as BigQuery.
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Carma
1 year ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Denny
1 year ago
B) The Gemini app is the primary Google Cloud tool for directly collecting data.
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Yolande
1 year ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Stephane
1 year ago
I think Google Cloud provides tools like Pub/Sub and Cloud Storage for data gathering.
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