What Is Multilayer Perceptron Classifier And How Is It Used For Enterprise Analysis?

by |
Sep 24, 2021

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 … Continued

What Is Generalized Linear Regression with Gaussian Distribution And How Can An Enterprise Use This Technique To Analyze Data?

by |
Sep 21, 2021

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 … Continued

What Is Random Forest Classification And How Can It Help Your Business?

by |
Sep 20, 2021

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 … Continued

What is Isotonic Regression and How Can a Business Utilize it to Analyze Data?

by |
Sep 10, 2021

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 … Continued

Business Users CAN Use Predictive Analytics!

by |
Dec 21, 2020

Predictive Analytics is a Critical Component of an Augmented Analytics Suite! Analytics and advanced analytics techniques can seem daunting to the average business user but they need not be. If a business wants its users to adopt and use analytics … Continued

Augmented Analytics Learning for All Users!

by |
Jan 30, 2019

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 … Continued

Citizen Data Scientists and Augmented Analytics!

by |
Jan 21, 2019

Learning for Citizen Data Scientists and Data Literacy Across the Enterprise! So you want to transform your business users and encourage learning for Citizen Data Scientists to enable data literacy across your enterprise? If your business is like most, your … Continued

What is Naïve Bayes Classification and How is it Used for Enterprise Analysis?

by |
Oct 18, 2018

This article will focus on the Naïve Bayes Classification method of analysis. What is Naïve Bayes Classification? Naive Bayes is a classification algorithm that is suitable for binary and multiclass classification. It is a supervised classification technique used to classify … Continued

What is Frequent Pattern Mining (Association) and How Does it Support Business Analysis?

by |
Oct 18, 2018

In this article, we discuss the analytical method known as frequent pattern mining, previously known as ‘association’. What is Frequent Pattern Mining? Frequent Pattern Mining (AKA Association Rule Mining) is an analytical process that finds frequent patterns, associations, or causal … Continued

1 2 3 4