What should you recommend?

You are designing a solution for a company. The solution will use model training for objective classification.

You need to design the solution.

What should you recommend?
A . an Azure Cognitive Services application
B . a Spark Streaming job
C . interactive Spark queries
D . Power BI models
E . a Spark application that uses Spark MLib.

View Answer

Answer: E

Explanation:

Spark in SQL Server big data cluster enables AI and machine learning. You can use Apache Spark MLlib to create a machine learning application to do simple predictive analysis on an open dataset.

MLlib is a core Spark library that provides many utilities useful for machine learning tasks, including utilities that are suitable for:

– Classification

– Regression

– Clustering

– Topic modeling

– Singular value decomposition (SVD) and principal component analysis (PCA)

– Hypothesis testing and calculating sample statistics

References:

https://docs.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-machine-learning-mllib-ipython