Citizen Data Scientists and Data Literacy!

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Mar 7, 2019 |
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Encourage Data Literacy and Create Citizen Data Scientists! Data literacy is a very popular idea these days. As business users adopt and embrace data and advanced analytics, features like predictive analytics for business users make it easier for a user … Continued

Augmented Analytics Learning for All Users!

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Jan 30, 2019 |
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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 Can Leverage Business Analytics!

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Jan 29, 2019 |
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Citizen Data Scientists Improve Productivity and Innovation in the Enterprise! A business that does not optimize its resources is doomed to fail. In this rapidly changing business environment and market, every organization must make the best of precious human resources. … Continued

Citizen Data Scientists and Augmented Analytics!

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Jan 21, 2019 |
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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

Does Data Democratization Result in Data Anarchy and Bad Business Decisions?

Nov 29, 2018 |
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One of the most common excuses used to avoid data democratization and self-serve augmented data discovery is that the organization cannot guarantee data integrity and that, if business users have access to dated, incorrect or incomplete data, the resulting decisions … Continued

Augmented Analytics Algorithms and Techniques: Learning for Citizen Data Scientists

Jul 10, 2018 |
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This article summarizes our recent article series on the definition, meaning and use of the various algorithms and analytical methods and techniques used in predictive analytics for business users, and in augmented data preparation and augmented data discovery tools. The … Continued

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

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Jun 29, 2018 |
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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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Jun 29, 2018 |
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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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Jun 29, 2018 |
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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

What is Multiple Linear Regression and How Can it be Helpful for Business Analysis?

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Jun 29, 2018 |
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This article describes the analytical technique of multiple linear regression. What is Multiple Linear Regression Analysis? Multiple Linear Regression is a statistical technique that is designed to explore the relationship between two or more variables (X, and Y). It is … Continued

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