In which scenario would you use clustering?Answer areaTo classify emails as spam or not spamTo group customers based on purchasing behaviorTo predict the price of a houseTo detect fraud in financial transactions

Of the Following Examples, Which would you address using an supervised learning Algorithm?(1 Point)given email labeled as spam or not spam, learn a spam filtergiven a set of news articles found on the web, group them into set of articles about the same story.given a database of customer data, automatically discover market segments and group customers into different market segments.find the patterns in market basket analysis

Which of the following is an application of anomaly detection?Answer areaGrouping similar documentsDetecting credit card fraudClustering customers based on purchase historyPredicting house prices

You are tasked with clustering customer data using a Gaussian mixture model (GMM). Which type of clustering does GMM perform?Hierarchical clusteringLinear clusteringSoft clusteringHard clustering

In which scenario is regression machine learning most appropriate?Sorting emails into spam and non-spam categoriesPredicting the monthly sales revenue of a retail storeGrouping similar images into distinct classes Identifying fraudulent transactions in a credit card dataset

Which of the following techniques could allow Google’s Gmail to identify spam or irrelevant emails in the inbox?ClassificationRegression Traditional ProgrammingClustering