The successful implementation of an augmented analytics solution for business users is not just about choosing a cost-effective tool and completing a timely deployment, nor does the process stop with training. In order to get business users to embrace and adopt self-serve augmented data discovery […]
Tag: Citizen Data Scientist
If Data Science was once the sole domain of analysts and data scientists, Augmented Data Science represents the democratized view of this domain. With Augmented Data Science, the average business user can engage with advanced analytics tools that allow for automated machine learning (AutoML) and […]
Advanced Analytics, Augmented Analytics, Augmented Data Science, AutoML, Citizen Data Scientist, Data Translator There are many variables to the success of an advanced analytics solution but the primary pitfalls for this type of project can be traced back to poor planning. If the organization is not ready for self-serve advanced analytics, the initiative will fail. Organizational readiness is, […]
Advanced Analytics, Advanced Analytics for Business User, Augmented Analytics Tool, Augmented Analytics White Papers, Business Intelligence, Citizen Data Scientist, Data Literacy, Digital Transformation, White Papers Transform Your Culture with Analytics Translators and Citizen Data Scientists! As business becomes more competitive, as markets get tighter, there is a need to leverage and optimize your resources to the greatest extent possible. Using the knowledge and skill of each individual on your team […]
Advanced Analytics, Analytics Translator, Augmented Analytics, Citizen Data Scientist, Data Analytics, Data Translator Transform Your Culture with Analytics Translators and Citizen Data Scientists! As business becomes more competitive, as markets get tighter, there is a need to leverage and optimize your resources to the greatest extent possible. Using the knowledge and skill of each individual on your team […]
Advanced Analytics, Analytics Translator, Augmented Analytics, Citizen Data Scientist, Data Analytics, Data Translator What is Automated Machine Learning? Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distribute data across the enterprise and use that data to predict, plan and achieve revenue goals. With the right tools, today’s […]
Advanced Analytics, Automated Machine Learning, AutoML, Citizen Data Scientist, Machine Learning Algorithms, Predictive Modeling The days of data silos and isolated teams of data analysts and IT staff are behind us. Today, every business user must incorporate accurate analysis into the decision-making process. Enter, the Citizen Analyst! What is a Citizen Analyst? Citizen Analysts (AKA Citizen Data Scientists) represent […]
Advanced Analytics Tools, Advanced Data Discovery, Augmented Analytics Tools, Augmented Data Discovery, Citizen Data Scientist, Smarten Definitions 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 article series is designed to […]
Advanced Analytics, Augmented Analytics, Citizen Data Scientist, Data Literacy, Predictive Analytics Algorithm 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 structures from data sets found […]
Citizen Data Scientist, Data Literacy, Frequent Pattern Mining Association, Marketing and Selling, Medical Treatments 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 useful in identifying important factors […]
Agriculture Production, Citizen Data Scientist, Data Literacy, eCommerce, Multiple Linear Regression 