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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
5 months ago
Vertex AI? I thought it was more for model training, not data collection.
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Alida
6 months ago
Totally agree, those tools are super useful!
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Paris
6 months ago
BigQuery is awesome for analysis, but not for gathering.
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Irene
6 months ago
Wait, is the Gemini app really the main tool? Sounds off.
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Margurite
6 months ago
Google Cloud has Pub/Sub and Cloud Storage for data gathering.
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Lucina
6 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
7 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
7 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
7 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
7 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
8 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
8 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
8 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
11 months 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
10 months 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
10 months ago
C) Google Cloud's strengths are in the data analysis tools such as BigQuery.
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Berry
10 months ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Francine
11 months 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
11 months ago
B) The Gemini app is the primary Google Cloud tool for directly collecting data.
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Tanesha
11 months ago
C) Google Cloud's strengths are in the data analysis tools such as BigQuery.
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Tricia
11 months ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Annette
11 months 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
11 months 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
11 months 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
10 months 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
10 months ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Fabiola
11 months ago
I agree with Stephane. Using tools like Cloud SQL can help with managing structured databases.
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Barrett
11 months 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
10 months ago
C) Google Cloud's strengths are in the data analysis tools such as BigQuery.
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Carma
10 months ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Denny
10 months ago
B) The Gemini app is the primary Google Cloud tool for directly collecting data.
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Yolande
11 months ago
A) Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.
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Stephane
12 months ago
I think Google Cloud provides tools like Pub/Sub and Cloud Storage for data gathering.
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