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.
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
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