Your organization is developing a machine learning model that requires data preprocessing. The raw data is stored in BigQuery, and the organization wants to use TensorFlow for ML. Which GCP services should be used for the preprocessing and ML tasks?
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Correct answer: Cloud Dataflow for preprocessing and AI Platform for TensorFlow.
Why this is the answer
*Explanation:* For data preprocessing and machine learning with TensorFlow, the recommended choice is **Cloud Dataflow for preprocessing and AI Platform for TensorFlow**. Cloud Dataflow is well-suited for preprocessing tasks, and AI Platform provides a managed environment for TensorFlow-based machine learning. Other options like Cloud Dataprep (less flexible), Cloud Data Fusion and Kubernetes Engine (overkill), Cloud Composer (more for orchestration), and Cloud Pub/Sub (event ingestion) are not as suitable for this specific use case.
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