. _____ is a category of data-mining techniques in which an algorithmlearns how to predict or classify an outcome variable of interest.a. Supervised learningb. Unsupervised learningc. Dimension reductiond. Data sampling

Definition of Data Mining

What is the term known as on which the machine learning algorithms build a model based on sample data?Training dataNone of the aboveData trainingTransfer data

What is the process of applying machine learning algorithms to data called?Select one:a.Data modelingb.Data analysisc.Data visualizationd.Data mining

In the context of Big Data Analytics, what does the term "Data Mining" refer to?(1 Point)a) Extracting valuable insights from large datasetsb) Storing data in a distributed databasec) Transforming data into a structured formatd) Running complex SQL queries

In ___________, the data is grouped into clusters, where each cluster indicate something about categories and classes present in the data.a.non-parameterized unsupervised learningb.non-parameterized supervised learningc.parameterized unsupervised learningd.parameterized supervised learning