CLOUD-DIGITAL-LEADER · Question #14
Which Google Cloud service or feature lets you build machine learning models using Standard SQL and data in a data warehouse?
The correct answer is A. BigQuery ML. BigQuery ML allows data analysts and data scientists to create and train machine learning models directly within BigQuery using standard SQL queries, without needing to export data or learn a separate ML framework. This is its defining differentiator. TensorFlow is a…
Question
Which Google Cloud service or feature lets you build machine learning models using Standard SQL and data in a data warehouse?
Options
- ABigQuery ML
- BTensorFlow
- CAutoML Tables
- DCloud Bigtable ML
How the community answered
(57 responses)- A88% (50)
- B7% (4)
- C4% (2)
- D2% (1)
Explanation
BigQuery ML allows data analysts and data scientists to create and train machine learning models directly within BigQuery using standard SQL queries, without needing to export data or learn a separate ML framework. This is its defining differentiator. TensorFlow is a general-purpose ML framework requiring Python and separate infrastructure. AutoML Tables automates ML on tabular data but uses a GUI/REST API, not Standard SQL. Cloud Bigtable ML is not a real Google Cloud service.
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