Learning Bayesian Models with R by Koduvely Dr. Hari M

Author:Koduvely, Dr. Hari M.
Language: eng
Format: epub, pdf
Publisher: Packt Publishing
Published: 2015-10-27T16:00:00+00:00

An overview of common machine learning tasks

This section is a prequel to the following chapters, where we will discuss different machine learning techniques in detail. At a high level, there are only a handful of tasks that machine learning tries to address. However, for each of such tasks, there are several approaches and algorithms in place.

The typical tasks in any machine learning are one of the following:

Classification

Regression

Clustering

Association rules

Forecasting

Dimensional reduction

Density estimation

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