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Cloud Digital Leader Exam - Question 69


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?

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Correct Answer: AD

The correct answer is TensorFlow. TensorFlow is an open-source machine learning framework that is widely used to build and deploy custom machine learning applications. It is compatible with TPUs, which are Google's custom-designed machine learning accelerators. The other options do not fit the requirement of being an open-source machine learning platform suitable for building and deploying custom machine learning applications using TPUs.

Discussion

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LuflyOption: D
Aug 28, 2023

TensorFlow is an open-source machine learning framework that can be used to build and deploy custom machine learning applications. It is also compatible with TPUs, which are Google's custom-designed machine learning accelerators. The other options are not as suitable for this scenario. Option B, BigQuery ML, is a machine learning service that can be used to build and deploy machine learning models, but it is not compatible with TPUs. Option C, Vision API, is a machine learning API that can be used to extract information from images, but it is not a platform for building and deploying custom machine learning applications. Option D, AutoML Vision, is a machine learning service that can be used to build and deploy machine learning models for image classification, but it is not compatible with TPUs.

the_varOption: A
Jul 6, 2023

TPU = TensorFlow = TPU = TensorFlow! Admin, please correct the selected answer!

cookieMrOption: A
Jun 11, 2023

For building and deploying custom machine learning applications using TPUs, the organization can consider using Google Cloud's TensorFlow platform. TensorFlow is an open-source machine learning framework that provides comprehensive support for developing and deploying machine learning models, including integration with TPUs (Tensor Processing Units).

Gopi382Option: A
Jul 4, 2023

Tenserflow

thewalkerOption: D
Jan 16, 2023

If you read the question completely, It says which Google Cloud product. Though TPUs goes with TensorFlow; in GCP, AutoML Vision is the product to achieve the mentioned requirement in the question.

KC_go_reply
Mar 23, 2023

It says open-source, however. AutoML is not open-source, Tensorflow is

edoo
Dec 28, 2023

But also it says machine learning platform, however, Tensorflow is not a platform nor is in GCP.

CoffeeCloud
Nov 16, 2023

TPUs are a google product. You can only access TPUs through google as they developed them

tbolick6Option: A
Feb 22, 2023

TensorFlow is a free and open-source software library for machine learning and artificial intelligence. TPUs used for TensorFlow

telosdOption: A
May 8, 2023

TPU = tensorflow. So many wrong answers on this module :(

mdsarfraz69Option: D
Sep 25, 2023

D is correct

RajanOption: D
Oct 22, 2023

D is correct. TensorFlow is an open-source machine learning framework.

chai_gptOption: A
Nov 5, 2023

A is correct. (Tensorflow)

RiiseOption: A
Jan 5, 2024

AutoML Vision is limited to pictures only. It does not say anywhere in the question that ML training is needed for pictures. Because it does not mention the type of data needed to be processed I consider A the right answer, it is general and covers all scenarios. At a certain point, all 3 google products listed below (B,C and D) are using TensorFlow.

Jackey0117Option: A
Jan 17, 2023

TensorFlow is an open-source machine learning platform that can be used to build and deploy custom machine learning applications.

omgitseleOption: A
Apr 23, 2023

whoever manages the answers, needs to sit for the exam, they probably will fail..When we talk about OPEN-Source using TPUs it's Tensorflow.

GamudaDavidOption: A
Jan 11, 2024

Bro, TPU = TensorFlow, this answer is weird.

Gabriella_PachecoOption: A
Jan 29, 2024

TensorFlow is the correct answer for me

vic.bonto.umlautOption: A
May 31, 2024

even Gemini says TensorFlow

joe03Option: A
Jul 3, 2024

TPU is the keyword so Tensorflow is the correct answer. AutoML Vision is not correct because it is used to build custom models based on images plus there are no mention of images.