Citizen Data Scientists Have Questions!

Answering Common Questions from Citizen Data Scientist Candidates! When a business engages its team members and asks them to take on the role of Citizen Data Scientist, there can be many misunderstandings regarding the new role. One of the most common misunderstandings relates to who […]

Answer Your Business User Concerns About Augmented Analytics!

Users Might Think Augmented Analytics is Too Difficult. That’s Not True! If you are a business manager who wants to enable a Citizen Data Scientist environment, but you find yourself up against resistance, it is often because your business users believe that advanced analytics is […]

Case Study – Smarten Augmented Analytics Implementation for India Transformer Manufacturing Co. for IoT Sensor Data Analysis

The Client business focus is in the fastest growing business sector in the India market, with a market value of US$ 3.5 Billion. The group is comprised of fifteen companies managing diverse business interests in Automotive Tires, Infrastructure, IT and Specialty markets including Pharmaceuticals, Power […]

Factors and Considerations Involved in Choosing a Data Management Solution!

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 Lake, Data Mart, Data Hub: […]

Case Study – Smarten Augmented Analytics OEM Partnership for Healthcare Informatics Solutions Company

This Partner is a global healthcare informatics solutions company. The Partner healthcare solutions are used by Hospitals, Diagnostic Centres and Specialty Clinics among others. Their solutions have benefited over 500+ healthcare organizations globally. Partner required augmented analytics and reporting capability integrated with its Healthcare Information […]

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

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 […]

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

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 […]

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

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 […]

Employ BI Tools and Augmented Analytics for Business Users!

Business Intelligence and Augmented Analytics Go Hand in Hand! Business Intelligence is mandatory! Without intelligence you have no insight into your customer buying behavior, your competition or your organization. In order to achieve business intelligence in today’s environment, you need modern BI tools and augmented […]

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

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 […]