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Machine Learning and Role of Model in Machine Learning

Machine Learning concept is used in developing different modeling technique that involves Data means information such as documents, images, etc. The modeling technique analyzes the data and finds the suitable model by itself rather than having human interference in it. Data used by the Machine Learning modeling process are of two types, one is called “Training” data and the second one is “Test” Data. The primary idea of Machine Learning is to achieve a model using the training data. Types of Machine Learning Techniques: There are three types of Machine Learning Modelling Techniques. These are: Supervised Learning : In this Modelling Technique each training dataset should consist of input and correct output pairs. Unsupervised learning: This modeling technique is used for investigating the characteristics of the data and for preprocessing the data Reinforcement learning: This technique employs sets of input, some output, and grade as training data. Fig. 1. Types of Machi...