This article describes the analytical technique of multilayer perceptrons for classification. What is a Multilayer Perceptron Classifier? Multilayer perceptron (MLP) is a technique of feed-forward artificial neural networks using a back propagation learning method to classify the target variable used for supervised learning. MLP’s […]
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This article describes the analytical technique of generalized linear regression with gaussian distribution. What is Generalized Linear Regression with Gaussian Distribution? The Generalized Linear Model (GLM) Regression is a flexible generalization of ordinary linear regression that allows for response variables that have error distribution […]
Advanced Analytics, Augmented Analytics, Augmented Analytics Education, Augmented Analytics Learning, Data Literacy, Gaussian Distribution, Generalized Linear Regression, Learning for Citizen Data Scientist, Smarten This article provides a brief overview of random forest classification technique. What is Random Forest Classification? The Random Forest Classification model constructs many decision trees wherein each tree votes and outputs the most popular class as the prediction result. Random Forest Classification output helps […]
Advanced Analytics, Augmented Analytics, Augmented Analytics Education, Augmented Analytics Learning, Data Literacy, Learning for Citizen Data Scientist, Random Forest Classification, Smarten This article provides a brief overview of isotonic regression technique. What is Isotonic Regression? Isotonic Regression is a variant of linear regression and allows us to build models in piecewise linear manner i.e., breaking up the problem into few or many linear segments and […]
Advanced Analytics, Augmented Analytics, Augmented Analytics Education, Augmented Analytics Learning, Data Literacy, Isotonic Regression, Learning for Citizen Data Scientist, Smarten 
A recent study published by Gartner revealed that 10% of midsize organizations currently have some form of prescriptive analytics. This is forecast to grow to 36%. You may be wondering why the use of predictive analytics is growing so rapidly in midsized companies, and it […]
Advanced Analytics, Augmented Analytics, Business Intelligence, Citizen Data Scientist, Smarten 