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 Cloud offers a comprehensive suite of services for data ingestion and storage. Pub/Sub is for streaming data, Cloud Storage for various file types (including unstructured), and Cloud SQL for relational structured databases. These are fundamental for gathering diverse data. Gemini is a model, BigQuery is for analysis, and Vertex AI is for ML platform, not primary data collection tools themselves.
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