Factors and Considerations Involved in Choosing a Data Management Solution!

Sep 30, 2021

When a business enters the domain of data management, it is easy to get lost in a flurry of promises, brochures, demos and the promise of the future. In the first article in our two-part series, entitled, ‘Data Warehouse, Data … Continued

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