Exam AI-100 topic 5 question 25 discussion

Actual exam question from Microsoft's AI-100

Question #: 25
Topic #: 5

You are developing an app that will analyze sensitive data from global users.
Your app must adhere the following compliance policies:
The app must not store data in the cloud.
The app not use services in the cloud to process the data.
Which of the following actions should you take?

A. Make use of Azure Machine Learning Studio
B. Make use of Docker containers for the Text Analytics
C. Make use of a Text Analytics container deployed to Azure Kubernetes Service
D. Make use of Microsoft Machine Learning (MML) for Apache Spark

Show Suggested Answer

Suggested Answer: D 🗳️
The Microsoft Machine Learning Library for Apache Spark (MMLSpark) assists in provisioning scalable machine learning models for large datasets, especially for building deep learning problems. MMLSpark works with SparkML pipelines, including Microsoft CNTK and the OpenCV library, which provide end-to-end support for the ingress and processing of image input data, categorization of images, and text analytics using pre-trained deep learning algorithms.
Reference:
https://subscription.packtpub.com/book/big_data_and_business_intelligence/9781789131956/10/ch10lvl1sec61/an-overview-of-the-microsoft-machine-learning- library-for-apache-spark-mmlspark

by claudiapatricia777 at Nov. 18, 2021, 5:45 p.m.

Comments

Submit Cancel

rveney

2 years ago

B. Make use of Docker containers for the Text Analytics. This allows you to process the sensitive data locally without storing it in the cloud or using cloud services for processing.

upvoted 1 times

...

claudiapatricia777

3 years, 7 months ago

Selected Answer: B

Because You don't have to store or process data in the cloud . REference: https://github.com/MicrosoftDocs/azure-docs/blob/ccf49761e4aefed30d723805f4f09e753615fb09/articles/cognitive-services/cognitive-services-container-support.md

upvoted 2 times

...