Home » Microsoft » AI-100 v.2 » What should you include in the recommendation?
You plan to perform analytics of the medical records of patients located around the world.
You need to recommend a solution that avoids storing and processing data in the cloud.
What should you include in the recommendation?
A. Azure Machine Learning Studio
B. the Text Analytics API that has container support
C. Azure Machine Learning services
D. an Apache Spark cluster that uses MMLSpark
Correct Answer: D
Explanation/Reference:
Explanation:
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.
References:
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
