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 What is a Citizen Data Scientist and How Do I Create Them in My Business? What is a Citizen Data Scientist and what is the role of a Citizen Data Scientist? It isn’t as complicated as you might think. A Citizen Data Scientist is a […]
Augmented Analytics, Augmented Analytics Education, Augmented Analytics Education India, Business Intelligence, Citizen Data Scientist, Data Literacy, Digital Transformation, Learning for Citizen Data Scientist, Smarten Blog Can Augmented Analytics Tools Improve Business User Analytics Adoption? When a business commits to data democratization and to improving data literacy, it must add advanced analytics tools that will support these initiatives. The education of business users is crucial if these projects are to be […]
Advanced Analytics, Augmented Analytics Education, Augmented Analytics Learning, Data Analysis, Data Literacy, Learning for Citizen Data Scientist 