An organization is searching for an open-source machine learning platform to build and deploy their own custom machine learning applications using TPUs. Which Google Cloud product or service should th

The correct answer is A. TensorFlow. TensorFlow is an open-source machine learning framework developed by Google that natively supports Tensor Processing Units (TPUs), which were designed specifically to accelerate TensorFlow workloads. It allows organizations to build, train, and deploy fully custom ML models. BigQ

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Question

An organization is searching for an open-source machine learning platform to build and deploy their own custom machine learning applications using TPUs. Which Google Cloud product or service should the organization use?

Options

ATensorFlow
BBigQuery ML
CVision API
DAutoML Vision

How the community answered

(30 responses)

A
90% (27)
B
7% (2)
D
3% (1)

Explanation

TensorFlow is an open-source machine learning framework developed by Google that natively supports Tensor Processing Units (TPUs), which were designed specifically to accelerate TensorFlow workloads. It allows organizations to build, train, and deploy fully custom ML models. BigQuery ML allows ML model training using SQL inside BigQuery but is not an open-source ML platform for custom applications, nor does it directly leverage TPUs in the same way. Vision API and AutoML Vision are pre-built or automated services - not open-source platforms for building custom ML applications from scratch.

Topics

#Machine Learning#TensorFlow#TPUs#Open Source

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