Question

Which component of the Spark unified stack supports learning algorithms such as logistic regression, naive Bayes classification, and SVM?

A) Spark SQL
B) Spark Streaming
C) Spark MLlib
D) Spark GraphX

Answer 1

Spark MLlib is the Spark component that supports various learning algorithms, including logistic regression, naive Bayes classification, and SVM, enabling machine learning on large-scale data.

Step-by-step explanation:

The component of the Spark unified stack that supports learning algorithms such as logistic regression, naive Bayes classification, and SVM is C) Spark MLlib. Spark MLlib is a machine learning library that provides a variety of ML algorithms and tools for constructing, evaluating, and tuning ML pipelines. It offers scalable implementations of popular learning algorithms and utilities, enabling efficient handling of large-scale data in a distributed computing environment.