Tag: Learning for Citizen Data Scientist

White Paper: Enabling Business Optimization and Expense Reduction Through the Use of Augmented Analytics

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May 9, 2024

No matter the reason or the goal, when an enterprise chooses the right Augmented Analytics solution and carefully plans for and executes its implementation, it can optimize business results, reduce expenses and improve its market position, customer satisfaction and user adoption, and it is key […]

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

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September 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 for supervised learning. MLP’s […]

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

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September 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 variables that have error distribution […]

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

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September 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 Forest Classification output helps […]

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

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September 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 many linear segments and […]

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Citizen Data Scientists Need Support to Succeed!

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February 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 become a Citizen Data Scientist. […]

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Citizen Data Scientists: You are a Role Model!

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December 17, 2020

How a Citizen Data Scientist Can Help Others Adjust to the New Reality! When a business user is given the mantle of Citizen Data Scientist, they being a journey that can help to advance their career, provide leadership experience and improve visibility across the organization. […]

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Can My Business Users Really Become Citizen Data Scientists?

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August 5, 2020

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 […]

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Augmented Analytics Learning for All Users!

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January 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 these projects are to be […]

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