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

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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?

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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?

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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?

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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

Citizen Data Scientists Need Support to Succeed!

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Feb 1, 2021

You Can’t Wave a Wand and Change a Business User into a Citizen Data Scientist Most business executives and managers have, by now, read the Gartner predictions wherein the average business user will be (or already has been) nominated to … Continued

Augmented Analytics Learning for All Users!

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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

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

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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?

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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

What is KNN Classification and How Can This Analysis Help an Enterprise?

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Oct 18, 2018

In this article, we will discuss the KNN Classification method of analysis. What is the KNN Classification Algorithm? The KNN (K Nearest Neighbors) algorithm analyzes all available data points and classifies this data, then classifies new cases based on these … Continued

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